{"as_of":"2026-08-08T13:10:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:23797dc0c7873a5d6960c912395348c2333527ba99ce4d574cad7c845471ad1a","coverage":[{"denominator":68,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":68,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T15:17:35.033399Z","state":"measured"},{"denominator":68,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":68,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.16473/citation-record","integrity":"/paper/2507.16473/integrity","json":"/paper/2507.16473/citation-record.json","paper":"/paper/2507.16473"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2010.13611","last_updated":"2021-05-04T19:20:46Z","snapshot_observed_at":"2026-08-06T03:14:46.253254Z","submitted_at":"2020-10-26T14:31:08Z","title":"OPAL: Offline Primitive Discovery for Accelerating Offline Reinforcement Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.13611","snapshot_observed_at":"2026-08-06T15:17:34.847846Z","title":"Opal: Offline primitive discovery for accelerating offline reinforcement learning.arXiv preprint arXiv:2010.13611, 2020","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.847846Z"},"links":{"cited_paper":"/paper/2010.13611","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:789d871337ba8231cc0e161de045d3c0d482dfa5d08a4fdd333ad0efcb7087cf","observation_id":"1192f49f-ab8d-4644-805a-7744d51c4ed3","resolution":{"observed_at":"2026-08-06T15:17:34.847846Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.705970Z","title":null,"venue":null,"work_id":"ed750b1c-d6df-452f-89f6-4f63630f7925","year":1996},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.851296Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:6b10bf9ce81494bc899a6e755e45e1a5f69ac65f773f41770b1b1c2496f22003","observation_id":"1cb05276-c069-420c-af11-ab87572dade7","resolution":{"observed_at":"2026-08-06T15:17:35.708560Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.697573Z","title":"PhD thesis, McGill University Libraries, 2018","venue":null,"work_id":"95661683-fc33-4401-af8d-f81578aca6d5","year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.854420Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:7b2c493fa5d15de4718df8ca5d31568220692b32cf9f522147214a1dc9c1b99f","observation_id":"efde972b-8436-4141-94f7-5c085a36332e","resolution":{"observed_at":"2026-08-06T15:17:35.700423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.690025Z","title":"The option-critic architecture","venue":null,"work_id":"684a85d1-f239-4004-9d41-9aa924d9a938","year":2017},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.857219Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:a23208e3173954f6f5fcaf3d656dfc651179b8893e77e7df8144c7204a9e61f0","observation_id":"1fd6788d-5532-4bbf-bfa4-89473e5ea3a3","resolution":{"observed_at":"2026-08-06T15:17:35.692535Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.682393Z","title":"and Tsitsiklis, J","venue":null,"work_id":"fe220b4e-1b06-40ce-856f-b7d1fa91fba7","year":1996},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.859873Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:0d35a647fdd4a76d5196f03d7879f817cbff90037b1182796a264c5eaa4cd193","observation_id":"6a0c4a8d-ab68-4086-bb8c-8473f3f8f156","resolution":{"observed_at":"2026-08-06T15:17:35.684880Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.674162Z","title":null,"venue":null,"work_id":"2ea0ddc1-d278-44b4-a68a-84c7d1156bde","year":1993},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.862876Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:9bdcef784aa5e566edb1ec5367be27840718058b04e10c99cd3cc8861b2353cc","observation_id":"d3824537-18b8-405d-bdd4-5aa1288a940f","resolution":{"observed_at":"2026-08-06T15:17:35.677305Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1606.01540","last_updated":"2016-06-05T17:54:48Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2016-06-05T17:54:48Z","title":"OpenAI Gym","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1606.01540","snapshot_observed_at":"2026-08-06T15:17:34.866013Z","title":"Openai gym.arXiv preprint arXiv:1606.01540, 2016","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.866013Z"},"links":{"cited_paper":"/paper/1606.01540","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:c20c94c065c120e1ddf183cdf80958fc78f5020121acb99b699187ab7ec5b6a6","observation_id":"2239c5a2-65de-4bf3-80f2-f67a0524ea91","resolution":{"observed_at":"2026-08-06T15:17:34.866013Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.665786Z","title":"Self-consistent trajectory autoencoder: Hierarchical reinforcement learning with trajectory embeddings","venue":null,"work_id":"ee274d9f-d746-4ece-a5ab-fa3728cadba8","year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.868611Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:04e43dcaa5aea15ad6501ff22994306cfb071d309b6268228eb131fc41bfc944","observation_id":"072497b7-c6cf-4b12-9e0a-51a7335ed598","resolution":{"observed_at":"2026-08-06T15:17:35.668473Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2110.14168","last_updated":"2021-11-18T00:23:45Z","snapshot_observed_at":"2026-08-07T01:45:38.840969Z","submitted_at":"2021-10-27T04:49:45Z","title":"Training Verifiers to Solve Math Word Problems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.14168","snapshot_observed_at":"2026-08-06T15:17:34.871096Z","title":"Training verifiers to solve math word problems.arXiv preprint arXiv:2110.14168, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.871096Z"},"links":{"cited_paper":"/paper/2110.14168","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:c00acc4fe2b362a2b11969429beb8fcdd50b33767ceca77b5b8abb0685a31fcb","observation_id":"691d2207-ff59-48b9-b27a-76edb40b8e28","resolution":{"observed_at":"2026-08-06T15:17:34.871096Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.657895Z","title":"Behavior analysis and training-a methodology for behavior engineering.IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 26(3):365–380, 1996","venue":null,"work_id":"8f59d127-c5c4-48c2-a82f-235a435d791b","year":1996},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.873957Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:f70081dcc89cbe83e11116405223ccbd1023f03e5a6943253fb04ad397b36ed0","observation_id":"2bf11105-a28a-43f5-ad53-ff805d6525d6","resolution":{"observed_at":"2026-08-06T15:17:35.660689Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.650002Z","title":"Probabilistic inference for determining options in reinforcement learning.Machine Learning, 104(2-3):337–357, 2016","venue":null,"work_id":"d485b8bb-0967-4178-8a51-07783a46ba19","year":2016},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.876552Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:c0c0cc073b0aab7fea995da95d4c4e0b2108fc8322e05127f208b796a888ccf5","observation_id":"d4162f09-de4e-49dc-beaa-efa244a8dbe7","resolution":{"observed_at":"2026-08-06T15:17:35.652566Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.642545Z","title":"and Hinton, G","venue":null,"work_id":"ce6c4dba-0000-4aeb-808b-53f735411a06","year":1993},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.879139Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:1fa18e1ac68d0ed686d4cba69d4f99fc93b3d67b878a00680122843f1471c72c","observation_id":"99cd914b-5118-47bc-828a-33d194501ae5","resolution":{"observed_at":"2026-08-06T15:17:35.645100Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.01460","last_updated":"2023-11-02T17:59:49Z","snapshot_observed_at":"2026-08-05T13:45:13.159592Z","submitted_at":"2023-11-02T17:59:49Z","title":"Implicit Chain of Thought Reasoning via Knowledge Distillation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.01460","snapshot_observed_at":"2026-08-06T15:17:34.881443Z","title":"Implicit chain of thought reasoning via knowledge distillation.arXiv preprint arXiv:2311.01460, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.881443Z"},"links":{"cited_paper":"/paper/2311.01460","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:a207b275ca0fea87c4272a8840bf3f3337ff24aa37e7e5dc3c5a5251f714212f","observation_id":"88fb22cf-facb-49cd-9def-4d5ead091c64","resolution":{"observed_at":"2026-08-06T15:17:34.881443Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.14838","last_updated":"2024-05-23T17:54:14Z","snapshot_observed_at":"2026-07-06T18:18:51.814306Z","submitted_at":"2024-05-23T17:54:14Z","title":"From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.14838","snapshot_observed_at":"2026-08-06T15:17:34.884352Z","title":"From explicit cot to implicit cot: Learning to internalize cot step by step.arXiv preprint arXiv:2405.14838, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.884352Z"},"links":{"cited_paper":"/paper/2405.14838","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:4a1c80d92581268812886190536869d20f20003e3b0e3f92738211e58b136f73","observation_id":"572de906-7935-4336-bea8-56b2838e8bcc","resolution":{"observed_at":"2026-08-06T15:17:34.884352Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.635089Z","title":null,"venue":null,"work_id":"d304bb11-3377-4bd7-bcdb-75eb2f12cafe","year":2000},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.887179Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:f302636b57c5ff3f83e80ef47c545e9a3a8886ac7ef7d7ed1751316411184416","observation_id":"f203fb2c-c50a-4be4-876c-4d73e30ee3a9","resolution":{"observed_at":"2026-08-06T15:17:35.637713Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1802.06070","last_updated":"2018-10-09T23:19:52Z","snapshot_observed_at":"2026-07-06T06:23:52.853341Z","submitted_at":"2018-02-16T18:57:57Z","title":"Diversity is All You Need: Learning Skills without a Reward Function","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1802.06070","snapshot_observed_at":"2026-08-06T15:17:34.889675Z","title":"Diversity is all you need: Learning skills without a reward function.arXiv preprint arXiv:1802.06070, 2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.889675Z"},"links":{"cited_paper":"/paper/1802.06070","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:d7aa407d3dc91c004991cbbe75209020ef4536600b1ea288a4576f548132d3c6","observation_id":"293d6477-bd8d-4cd9-ad4d-97eba45075e3","resolution":{"observed_at":"2026-08-06T15:17:34.889675Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1802.09477","last_updated":"2018-10-22T17:37:07Z","snapshot_observed_at":"2026-07-06T06:25:26.844090Z","submitted_at":"2018-02-26T17:54:49Z","title":"Addressing Function Approximation Error in Actor-Critic Methods","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1802.09477","snapshot_observed_at":"2026-08-06T15:17:34.892496Z","title":"Addressing function approximation error in actor-critic methods.arXiv preprint arXiv:1802.09477, 2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.892496Z"},"links":{"cited_paper":"/paper/1802.09477","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:59325ca34e71819b062db75384590d22873ce24b8d3fc448968f551f73301eb5","observation_id":"37926f84-8f7d-4768-9233-7c2f2445a5c4","resolution":{"observed_at":"2026-08-06T15:17:34.892496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.627363Z","title":"Pal: Program-aided language models","venue":null,"work_id":"25344bbc-b847-4603-9111-f9a130a83dd2","year":2023},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.895152Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:994adae5f8e6e6c4993070e7c600dcc11352cb9ae5c254c0fb5c83c760baa35e","observation_id":"41bb9c73-4d8f-4630-9bbe-ee4078cec8d7","resolution":{"observed_at":"2026-08-06T15:17:35.629964Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.05171","last_updated":"2025-02-17T17:14:04Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-02-07T18:55:02Z","title":"Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.05171","snapshot_observed_at":"2026-08-06T15:17:34.897917Z","title":"R., Kailkhura, B., Bhatele, A., and Goldstein, T","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.897917Z"},"links":{"cited_paper":"/paper/2502.05171","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:255393c4ebb63a565561687a79388e175b3fd19cd6256973ca418c07f21112ab","observation_id":"2a4f7f85-f63b-4707-bda5-a68f58d3fa97","resolution":{"observed_at":"2026-08-06T15:17:34.897917Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1901.10902","last_updated":"2023-12-05T19:00:24Z","snapshot_observed_at":"2026-07-06T07:30:02.711178Z","submitted_at":"2019-01-30T15:33:58Z","title":"InfoBot: Transfer and Exploration via the Information Bottleneck","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1901.10902","snapshot_observed_at":"2026-08-06T15:17:34.900781Z","title":"Infobot: Transfer and exploration via the information bottleneck.arXiv preprint arXiv:1901.10902, 2019","venue":null,"work_id":null,"year":1901},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.900781Z"},"links":{"cited_paper":"/paper/1901.10902","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:ab803fcc63319eaa8271dc2ed2a7ce879019b1bbb46a66a2827fdb58862a09ad","observation_id":"5ad586e5-31f4-4cb5-8dd2-c75a82e14150","resolution":{"observed_at":"2026-08-06T15:17:34.900781Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.02226","last_updated":"2024-04-21T03:39:21Z","snapshot_observed_at":"2026-08-06T21:01:03.193755Z","submitted_at":"2023-10-03T17:32:41Z","title":"Think before you speak: Training Language Models With Pause Tokens","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.02226","snapshot_observed_at":"2026-08-06T15:17:34.903549Z","title":"S., Menon, A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.903549Z"},"links":{"cited_paper":"/paper/2310.02226","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:6842f848b57c9438111325818238a27797be0ea248a0be7b9af28d8286bd7e74","observation_id":"02e29b84-6d12-4014-a3ca-f9e661c44304","resolution":{"observed_at":"2026-08-06T15:17:34.903549Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-06T15:17:34.906128Z","title":"The llama 3 herd of models.arXiv preprint arXiv:2407.21783, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.906128Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:6017da6659b8fa64056b516e3637187698b6dca70f93206a3f39bae3a446fc03","observation_id":"cd6ed69a-5c2a-456c-902e-f9585868f36c","resolution":{"observed_at":"2026-08-06T15:17:34.906128Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.619917Z","title":"S., and Brunskill, E","venue":null,"work_id":"63c29669-7883-4d77-9a07-198cfa2e89b4","year":2017},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.909386Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:2d9dc21ecc505de2a20a918909c6cf91462b6b8db3d1919873fd6d1d7a0ba566","observation_id":"e3041000-99ff-4fa3-ab6c-856671176fc9","resolution":{"observed_at":"2026-08-06T15:17:35.622520Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1910.11956","last_updated":"2019-10-25T23:01:43Z","snapshot_observed_at":"2026-08-07T14:52:56.563730Z","submitted_at":"2019-10-25T23:01:43Z","title":"Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1910.11956","snapshot_observed_at":"2026-08-06T15:17:34.911775Z","title":"Relay policy learning: Solving long-horizon tasks via imitation and reinforcement learning.arXiv preprint arXiv:1910.11956, 2019","venue":null,"work_id":null,"year":1910},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.911775Z"},"links":{"cited_paper":"/paper/1910.11956","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:e833ea86c951e17a0611ece73f2126da2fb7766a99f98a05412019bef80e0e9c","observation_id":"59e65321-a80a-46f8-8a06-056ab68d8390","resolution":{"observed_at":"2026-08-06T15:17:34.911775Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.612243Z","title":"Reinforcement learning with deep energy- based policies","venue":null,"work_id":"3a66e214-3e4f-4220-81ec-a283e4c9e37e","year":2017},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.914451Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:edf65e98a08c28ef6046003e90ada7b68d25f85d45a52c919477736626f12b70","observation_id":"18eb3282-dc2b-4190-acab-df364510b2ce","resolution":{"observed_at":"2026-08-06T15:17:35.615023Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1801.01290","last_updated":"2018-08-08T21:27:08Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2018-01-04T09:50:50Z","title":"Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1801.01290","snapshot_observed_at":"2026-08-06T15:17:34.916823Z","title":"Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor.arXiv preprint arXiv:1801.01290, 2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.916823Z"},"links":{"cited_paper":"/paper/1801.01290","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:cbfbf4474f75bda1aa7187e01730f2a2f0a461be053b19b83998e5618a699916","observation_id":"c24efa5e-f076-4862-a38c-915a3ce4df49","resolution":{"observed_at":"2026-08-06T15:17:34.916823Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.06769","last_updated":"2025-11-03T00:53:34Z","snapshot_observed_at":"2026-08-07T06:05:27.895209Z","submitted_at":"2024-12-09T18:55:56Z","title":"Training Large Language Models to Reason in a Continuous Latent Space","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.06769","snapshot_observed_at":"2026-08-06T15:17:34.919717Z","title":"Training large language models to reason in a continuous latent space, 2024.URL https://arxiv","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.919717Z"},"links":{"cited_paper":"/paper/2412.06769","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:c23ceb14d81cfa41bf66a94efd630765484dde91ea54fe15fffeff3ad92185e9","observation_id":"5729549e-5347-4868-a2a0-52af20fba879","resolution":{"observed_at":"2026-08-06T15:17:34.919717Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.604024Z","title":"When waiting is not an option: Learning options with a deliberation cost","venue":null,"work_id":"63342cb7-4801-48a0-968b-b883e6fc032d","year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.922369Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:f86393777dc13d6e5749174f497b8ceb5d1952d93df99aa97136f6ffbb684201","observation_id":"320561dd-d011-41fc-b14f-9841299dcb91","resolution":{"observed_at":"2026-08-06T15:17:35.606778Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1902.09996","last_updated":"2019-02-26T15:26:10Z","snapshot_observed_at":"2026-07-06T07:35:32.722877Z","submitted_at":"2019-02-26T15:26:10Z","title":"The Termination Critic","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1902.09996","snapshot_observed_at":"2026-08-06T15:17:34.924898Z","title":"The termination critic.arXiv preprint arXiv:1902.09996, 2019","venue":null,"work_id":null,"year":1902},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.924898Z"},"links":{"cited_paper":"/paper/1902.09996","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:871fb6a5815b3a0734df443fab0274a6d62e668d48f043a548cd1821b526be47","observation_id":"08bbaabd-0874-4d98-9b9a-00abf5973541","resolution":{"observed_at":"2026-08-06T15:17:34.924898Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.596647Z","title":"T., Wang, Z., Heess, N., and Riedmiller, M","venue":null,"work_id":"d5e65f59-27c3-4dc9-8bba-fb7868ad6d11","year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.927637Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:08fb4023201345d8e7ef0ae6761b7cebe687407e4bd7ab9658529b7f6e5eaa6f","observation_id":"b738326b-2260-43ff-8b6a-3bc7e0a853ba","resolution":{"observed_at":"2026-08-06T15:17:35.599056Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.588917Z","title":"and Precup, D","venue":null,"work_id":"32752c90-134e-4c0b-a431-5df12421072c","year":2020},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.930079Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:bc3ae61196c4a22fd01a26a5ef4e7262a22b7e57d154cd76df0cc8c129f88346","observation_id":"0090f91e-261d-4d1f-baa9-c55e76b722f0","resolution":{"observed_at":"2026-08-06T15:17:35.591481Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.581675Z","title":"and Precup, D","venue":null,"work_id":"9af323e9-70ce-4ad1-ab81-a77c219e24b5","year":2019},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.932569Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:4b4bb77d87f42e4b2865772e6a1f78df48e6dfba0d885623adb91d379f1b3e57","observation_id":"0207b144-c0d8-490d-8b10-8175a0fb6ae7","resolution":{"observed_at":"2026-08-06T15:17:35.584188Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.573790Z","title":"Options of interest: Temporal abstraction with interest functions","venue":null,"work_id":"a56cf479-f737-450f-81ba-1eab4af9a616","year":2020},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.934908Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:d65a080eb732b6b738f46d1042c62c5be0dea360e318df7250de3e2daac08679","observation_id":"e53f9dbb-d886-4fdd-b631-517b26923905","resolution":{"observed_at":"2026-08-06T15:17:35.576387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.566139Z","title":"and Precup, D","venue":null,"work_id":"9d94b6d3-836f-44f7-b894-18e648d10630","year":2021},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.937395Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:cabce78b9be05676a4562393fb345a25becd55f57fdfe13ab0f6b2c94422029a","observation_id":"d7716c28-e086-40d7-9434-12b06df250e8","resolution":{"observed_at":"2026-08-06T15:17:35.568548Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1712.00004","last_updated":"2017-11-30T00:45:09Z","snapshot_observed_at":"2026-07-06T06:12:07.441519Z","submitted_at":"2017-11-30T00:45:09Z","title":"Learnings Options End-to-End for Continuous Action Tasks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1712.00004","snapshot_observed_at":"2026-08-06T15:17:34.939972Z","title":"Learnings options end-to-end for continu- ous action tasks.arXiv preprint arXiv:1712.00004, 2017","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.939972Z"},"links":{"cited_paper":"/paper/1712.00004","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:1f9d0baa1bbb99d19a4680ac280b98ef5123d1a5b9b3b8a089661db497223f3d","observation_id":"5a9571f5-1a40-4f18-b8a7-93b432260a3c","resolution":{"observed_at":"2026-08-06T15:17:34.939972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.558792Z","title":"and Friedman, N.Probabilistic graphical models: principles and techniques","venue":null,"work_id":"9ce43268-fb92-4403-9bd8-4160e0635a6c","year":2009},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.942713Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:bbd919a83abe94b583c38b8defd79e39a55271da3382f34239f4f739514bfc2f","observation_id":"9a12312d-f8f5-4ffc-847f-c6492037e6ed","resolution":{"observed_at":"2026-08-06T15:17:35.561342Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.550297Z","title":"S., et al","venue":null,"work_id":"7a097b07-7ad1-4f08-9bb3-5e8193521f3a","year":2012},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.945090Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:74298288fe00c8520d85ea6e4d8e584b9b9c353ca652637e675370705c907fd9","observation_id":"2c8d10ec-ad92-48d0-af72-1ef5cbdd8423","resolution":{"observed_at":"2026-08-06T15:17:35.553411Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.542563Z","title":"and Barto, A","venue":null,"work_id":"e3a6edc4-e2dc-4ee6-ad84-d4f79deb1dae","year":2009},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.947712Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:d300acd788fc6b33b2ee12629b1c1441cb76c0d6990838607d6cf426f43f8854","observation_id":"28531792-260a-4912-ae69-cc379d315376","resolution":{"observed_at":"2026-08-06T15:17:35.545184Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1805.00909","last_updated":"2018-05-20T20:03:59Z","snapshot_observed_at":"2026-07-06T06:37:02.085757Z","submitted_at":"2018-05-02T17:11:20Z","title":"Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1805.00909","snapshot_observed_at":"2026-08-06T15:17:34.950197Z","title":"Reinforcement learning and control as probabilistic inference: Tutorial and review","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.950197Z"},"links":{"cited_paper":"/paper/1805.00909","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:8d5ca96e9092ae915a0bbadb405ec1760f2024b27a90f245decb261111a8571f","observation_id":"2ae09425-2851-42f5-8161-8126f9515c30","resolution":{"observed_at":"2026-08-06T15:17:34.950197Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.535034Z","title":null,"venue":null,"work_id":"0421bcfd-dd04-4af5-befb-05f5b27741a4","year":2011},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.952660Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:89aaef77abdb5c34091b1dba3734070041de64a2530d0185a93287067ed83194","observation_id":"02a4c011-a2dd-4f78-a378-b76162c6fd9c","resolution":{"observed_at":"2026-08-06T15:17:35.537479Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2006.14363","last_updated":"2020-06-25T13:06:59Z","snapshot_observed_at":"2026-07-06T09:32:42.212884Z","submitted_at":"2020-06-25T13:06:59Z","title":"SOAC: The Soft Option Actor-Critic Architecture","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2006.14363","snapshot_observed_at":"2026-08-06T15:17:34.955139Z","title":"Soac: The soft option actor-critic architecture.arXiv preprint arXiv:2006.14363, 2020","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.955139Z"},"links":{"cited_paper":"/paper/2006.14363","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:5c02c6ea1b4414e08367f11f021e1feefd14eade94366392d66e13e11fff29da","observation_id":"166956c1-9beb-4544-b8e3-a71d57b1fa8d","resolution":{"observed_at":"2026-08-06T15:17:34.955139Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.526651Z","title":"The skill-action architecture: Learning abstract action embeddings for reinforcement learning.OpenReview:id=PU35uLgRZkk, 2020","venue":null,"work_id":"1d954aee-3355-468c-be87-a0b5fe027f37","year":2020},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.960648Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:f3ff2e7ffcebf2571d7db03f4142dfe8b33a86db8efedd33fb2960043970ebd2","observation_id":"87bf01f5-0aed-47b4-848c-980355938bb5","resolution":{"observed_at":"2026-08-06T15:17:35.529584Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.518498Z","title":"Hit-mdp: learning the smdp option framework on mdps with hidden temporal embeddings","venue":null,"work_id":"bef74828-694e-49f7-aa3e-9da33fdb5f25","year":2022},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.963149Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:73520c010b971f3b2b2f80e74c1a2462c9295a594a6c0d04af8cc7b40b2e3aac","observation_id":"f67cd1ce-dea5-4400-9149-b67cbe616b70","resolution":{"observed_at":"2026-08-06T15:17:35.521602Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.510501Z","title":"Hit-mdp: learning the smdp option framework on mdps with hidden temporal embeddings","venue":null,"work_id":"5ad59bdb-8ed1-4518-946f-405c2c246b10","year":2023},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.965696Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:9cf32f3b7dba71af7cdee429099b728aff46e4402fab06e27a776babf0312fca","observation_id":"d4da349f-a5c9-4705-a223-af5c4d5fa2b0","resolution":{"observed_at":"2026-08-06T15:17:35.513348Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.502144Z","title":"A., Veness, J., Bellemare, M","venue":null,"work_id":"d3d83514-720d-4931-a5ca-0dfb426fbc31","year":2015},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.968175Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:50dc4bc60e982052f89f6bd3311d5833fe97e7f173050d11d826970a729e272b","observation_id":"15498480-bf0e-4355-b2d5-e42391e2e8b1","resolution":{"observed_at":"2026-08-06T15:17:35.505240Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1901.01365","last_updated":"2019-03-07T06:34:21Z","snapshot_observed_at":"2026-07-06T07:25:01.548757Z","submitted_at":"2019-01-05T04:43:05Z","title":"Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization","version":2},"cited_work":{"arxiv_id":"1901.01365","doi":null,"metadata_source":"pith","pith_arxiv_id":"1901.01365","snapshot_observed_at":"2026-08-06T15:17:35.246360Z","title":"Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization","venue":"cs.LG","work_id":"0a970372-818f-47e4-83cc-db779c0d9922","year":2019},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.971546Z"},"links":{"cited_paper":"/paper/1901.01365","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:4b9ca4424bdb09e6b3b2e4beb300c7ded64e99fdca798a0a9a626cc6936fcfa6","observation_id":"18d919ac-ed1c-4851-818c-4c0ef7be4538","resolution":{"observed_at":"2026-08-06T15:17:35.249808Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.493956Z","title":"Policy gradient methods in the presence of symmetries and state abstractions.Journal of Machine Learning Research, 25(71):1–57, 2024","venue":null,"work_id":"7ee8db2d-2e33-4ec1-8ceb-67d65c767caa","year":2024},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.974769Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:be30b61ba967edb8976004127d80f3ab4ebd83e68f8d04b05f61a69a8ab79579","observation_id":"c9cd90ea-8fc5-4595-9ba2-9930ddb40782","resolution":{"observed_at":"2026-08-06T15:17:35.497009Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2021.naacl","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.064218Z","title":null,"venue":null,"work_id":"ba37a358-69e5-4d66-af98-c157ccf59927","year":2021},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.977316Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:2c50c471e0d236bffee00ad72606317c13792dc49ee274f7d53cf5a7a87667a6","observation_id":"2e9ed6e1-1450-4ff5-9f85-4930eb9aadc8","resolution":{"observed_at":"2026-08-06T15:17:35.067737Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.486111Z","title":"Long-horizon visual planning with goal-conditioned hierarchical predictors.NeurIPS, 2020","venue":null,"work_id":"5ae5a019-6fdb-4208-94a7-c5b358b769ec","year":2020},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.980000Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:07ae6fc0dfbca9c268a0d23eea714b34f539cc4075dcea3c6a5478e9f733116e","observation_id":"f2b25fc7-ed23-44a8-bc23-60cbe6aa8e01","resolution":{"observed_at":"2026-08-06T15:17:35.489127Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.478086Z","title":"University of Massachusetts Amherst, 2000","venue":null,"work_id":"fc7e0e80-6df7-4fb7-9dbb-9cbc95edfcbc","year":2000},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.982836Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:7a2d68024f9bfcfcf5aea9573ef8fef8c8e3ea3fa6e2057e9bb998f1245051d8","observation_id":"e7e329d9-101c-49cc-aca3-a69236daf3e5","resolution":{"observed_at":"2026-08-06T15:17:35.480907Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:34.985250Z","title":"and Roth, D","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.985250Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:8fb471f13c3041cb004ca44ed4d0922b4ad9ff5dd7dfb440173acee1054cd3e2","observation_id":"a1125424-a5ec-4473-89de-977499012ec2","resolution":{"observed_at":"2026-08-06T15:17:34.985250Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:34.988018Z","title":"J., and Hashimoto, T","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.988018Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:7a02cc872c71e604b6c85377ebf0a238f7ab10ac3193bd976ce09fe76698892c","observation_id":"2b6e9249-d163-40ab-9a4e-5a2804e186e2","resolution":{"observed_at":"2026-08-06T15:17:34.988018Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1704.06440","last_updated":"2018-10-14T22:54:38Z","snapshot_observed_at":"2026-08-05T07:10:19.910840Z","submitted_at":"2017-04-21T08:33:59Z","title":"Equivalence Between Policy Gradients and Soft Q-Learning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1704.06440","snapshot_observed_at":"2026-08-06T15:17:34.990471Z","title":"Equivalence between policy gradients and soft q-learning","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.990471Z"},"links":{"cited_paper":"/paper/1704.06440","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:72585b7fa25638d44face636515fab56a162a0cf0ebf2140668e2e54de868938","observation_id":"7eed6d5e-fd5a-4f31-beca-0fe414403178","resolution":{"observed_at":"2026-08-06T15:17:34.990471Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1707.06347","last_updated":"2017-08-28T09:20:06Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2017-07-20T02:32:33Z","title":"Proximal Policy Optimization Algorithms","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1707.06347","snapshot_observed_at":"2026-08-06T15:17:34.993611Z","title":"Proximal policy optimiza- tion algorithms.arXiv preprint arXiv:1707.06347, 2017","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.993611Z"},"links":{"cited_paper":"/paper/1707.06347","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:774cba0170575bbffdfb6d5a8d646f356ec718adf501284adbba72f27267e56e","observation_id":"4a033cd3-9521-4d46-bcdc-3443ba95b70e","resolution":{"observed_at":"2026-08-06T15:17:34.993611Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1907.01657","last_updated":"2020-02-14T23:20:43Z","snapshot_observed_at":"2026-08-07T06:01:49.776810Z","submitted_at":"2019-07-02T21:32:19Z","title":"Dynamics-Aware Unsupervised Discovery of Skills","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1907.01657","snapshot_observed_at":"2026-08-06T15:17:34.996582Z","title":"Dynamics-aware unsupervised discovery of skills.arXiv preprint arXiv:1907.01657, 2019","venue":null,"work_id":null,"year":1907},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:34.996582Z"},"links":{"cited_paper":"/paper/1907.01657","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:48406500a4badf5fae8c3d78e64c8278ea4d3a1ab49f83fd152c3b51b639435c","observation_id":"278294fc-c0de-4947-8e82-edd4710c55d0","resolution":{"observed_at":"2026-08-06T15:17:34.996582Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.21074","last_updated":"2025-09-23T08:16:08Z","snapshot_observed_at":"2026-08-07T17:46:47.440455Z","submitted_at":"2025-02-28T14:07:48Z","title":"CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.21074","snapshot_observed_at":"2026-08-06T15:17:35.001993Z","title":"Codi: Compressing chain-of-thought into continuous space via self-distillation.arXiv preprint arXiv:2502.21074, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.001993Z"},"links":{"cited_paper":"/paper/2502.21074","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:ede88f286a9cb7897fb4e1fe20b3c511b9205df33b4ffd61e14f8b6a46de1c6e","observation_id":"b43aaf3b-d62b-40fc-aadf-108e77277b11","resolution":{"observed_at":"2026-08-06T15:17:35.001993Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.470257Z","title":"Taco: Learning task decomposition via temporal alignment for control","venue":null,"work_id":"6bf4f5f2-e4b9-4f81-8fec-25e375493d64","year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.004733Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:4eb81e56b992d4bc14169e020d8c14c6a77fda76c67468772517b1c8c0913e85","observation_id":"c1e0abc5-9704-4e27-b0b1-e71a0f597a1c","resolution":{"observed_at":"2026-08-06T15:17:35.472872Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.461752Z","title":"J., Guez, A., Sifre, L., Van Den Driessche, G., Schrittwieser, J., Antonoglou, I., Panneershelvam, V ., Lanctot, M., et al","venue":null,"work_id":"1b5ac324-4196-4b79-8ffa-d2c700721794","year":2016},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.007160Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:17268ad2feb0705bf021d55b7a4c9ae2d93f71971eb5ca0c55f7d2e5647b631f","observation_id":"ad41f42d-e9f8-40df-b865-98fffc9e380f","resolution":{"observed_at":"2026-08-06T15:17:35.464718Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.453540Z","title":"An inference-based policy gradient method for learning options","venue":null,"work_id":"23779c18-67ce-4388-9888-f0b7bd160973","year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.009864Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:ef90b0d374b7c579ba043c9926c63c35c018285bd9932db5edaafa660f67411f","observation_id":"f3d9dff6-83e1-4508-b99d-b6da84729f26","resolution":{"observed_at":"2026-08-06T15:17:35.456346Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.445240Z","title":null,"venue":null,"work_id":"4ed8f1da-0531-4a25-a532-3f0863fecaa6","year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.012408Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:75021332ef579e70a98203211b6a0a113feda37035d13b9ff6dbb8c0b9ae4b04","observation_id":"c2e256fb-7b5a-4e0d-a2d5-f8929b49497d","resolution":{"observed_at":"2026-08-06T15:17:35.448279Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.435498Z","title":"S., Precup, D., and Singh, S","venue":null,"work_id":"e29d60ac-2c5f-4cb3-a764-4160111ea5d8","year":1999},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.014991Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:612c7b83aea48e888672a644c6d3516bb7a46b4ab6f033e19ec8c75aeb0fa895","observation_id":"5794080d-6c79-4690-8584-789ed22069c7","resolution":{"observed_at":"2026-08-06T15:17:35.438205Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1811.00937","last_updated":"2019-03-15T18:02:58Z","snapshot_observed_at":"2026-08-04T21:50:24.483867Z","submitted_at":"2018-11-02T15:34:29Z","title":"CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1811.00937","snapshot_observed_at":"2026-08-06T15:17:35.017407Z","title":"Commonsenseqa: A question answering challenge targeting commonsense knowledge.arXiv preprint arXiv:1811.00937, 2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.017407Z"},"links":{"cited_paper":"/paper/1811.00937","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:2cce97d1e8ba0aa433a5149e5e9ac1583ee843353b6b9747a917bd116db7f002","observation_id":"74c0e66c-4741-4efe-a12f-a2eeda384646","resolution":{"observed_at":"2026-08-06T15:17:35.017407Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.427039Z","title":"Linearly-solvable markov decision problems.Advances in neural information processing systems, 19, 2006","venue":null,"work_id":"98a0e516-5514-4720-b72a-b4ce20b41247","year":2006},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.020064Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:dd416ef74cd07fd6963685d61f1c59a910e62a5ef64aaa32077d79760bad5faf","observation_id":"68666400-bfea-4b30-b6bd-f5e13f6f6d11","resolution":{"observed_at":"2026-08-06T15:17:35.430043Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.418278Z","title":"V ., Zhou, D., et al","venue":null,"work_id":"12de577a-c4d7-493f-acc4-0c49a8de1d8e","year":2022},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.022418Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:2c1f98568e74da06603e9b8ff69267ddf06ed3e498033a5c544a0bb3cd9d2b11","observation_id":"79da3adb-6cfe-4db3-baf1-f719e05003a3","resolution":{"observed_at":"2026-08-06T15:17:35.421646Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2007.15588","last_updated":"2021-06-15T15:55:50Z","snapshot_observed_at":"2026-08-03T17:01:40.250046Z","submitted_at":"2020-07-30T16:52:33Z","title":"Data-efficient Hindsight Off-policy Option Learning","version":2},"cited_work":{"arxiv_id":"2007.15588","doi":null,"metadata_source":"pith","pith_arxiv_id":"2007.15588","snapshot_observed_at":"2026-08-06T15:17:35.088797Z","title":"Data-efficient Hindsight Off-policy Option Learning","venue":"cs.LG","work_id":"feb94c28-ae54-466f-a449-4d528f9f0287","year":2020},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.025421Z"},"links":{"cited_paper":"/paper/2007.15588","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:15f47d372d5090e0437faef53ed551d23379d1be7023d80386fe051b90752c93","observation_id":"393279b5-43fa-4e53-9233-1bece6f0b1e4","resolution":{"observed_at":"2026-08-06T15:17:35.091666Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.00999","last_updated":"2023-02-10T18:22:28Z","snapshot_observed_at":"2026-07-06T13:59:04.148900Z","submitted_at":"2022-10-03T15:09:12Z","title":"Latent State Marginalization as a Low-cost Approach for Improving Exploration","version":2},"cited_work":{"arxiv_id":"2210.00999","doi":null,"metadata_source":"pith","pith_arxiv_id":"2210.00999","snapshot_observed_at":"2026-08-06T15:17:35.077069Z","title":"Latent State Marginalization as a Low-cost Approach for Improving Exploration","venue":"cs.LG","work_id":"5075b055-26e4-4008-ac08-92ce31d1af96","year":2022},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.028126Z"},"links":{"cited_paper":"/paper/2210.00999","citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:763e26d739f361db0ba2b3f2457dafa0575d4755981a87495696e23cf49fb7e6","observation_id":"99f0b5dd-f41e-4d7f-b9d2-84053da6b1cc","resolution":{"observed_at":"2026-08-06T15:17:35.080831Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.409781Z","title":"and Whiteson, S","venue":null,"work_id":"d2064076-9ae6-4284-870f-74938c2b7823","year":2019},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.030833Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:27db794b7f5aa0919e5a20647359fb0ab5f2e412353089512360b20cf1af3c17","observation_id":"5786114a-2456-412b-a3ac-13066284a4e9","resolution":{"observed_at":"2026-08-06T15:17:35.412298Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:17:35.400490Z","title":"D., Bagnell, J","venue":null,"work_id":"8e3a9d85-4112-4b48-b38b-329925884f79","year":2010},"citing_paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs","version":2},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-06T15:17:35.033399Z"},"links":{"citing_paper":"/paper/2507.16473"},"observation_digest":"sha256:f2eee8550e75fcdb98a72efb0b8c4b56784a041a66135b1e824a2a5a6f4ec514","observation_id":"39712c13-ed30-41b8-87f8-0f07aecbd91e","resolution":{"observed_at":"2026-08-06T15:17:35.403816Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.16473","last_updated":"2025-07-24T08:23:56Z","latest_version":2,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-06T15:06:25.831343Z","submitted_at":"2025-07-22T11:22:58Z","title":"Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs"},"reference_resolution":{"displayed":68,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":30,"verified_exact":4,"verified_fuzzy":34},"total_outbound_references":68},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2507.16473."}