{"as_of":"2026-08-09T01:03:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e1f49091df708bb5eb64ff94720a1b3ca6114e1057dcdac58efa2d614d02faea","coverage":[{"denominator":44,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":44,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T00:21:03.583344Z","state":"measured"},{"denominator":45,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":45,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-08T04:01:31.928056Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-11T21:51:30.454650Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"cited_work":{"arxiv_id":"2511.02304","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2511.02304","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Automata-conditioned cooperative multi-agent reinforcement learning.arXiv preprint arXiv:2511.02304","venue":null,"work_id":"c37f03f9-99ff-443b-8a91-68716e935755","year":null},"citing_paper":{"arxiv_id":"2604.24729","last_updated":"2026-04-27T17:40:18Z","snapshot_observed_at":"2026-07-06T23:10:42.926677Z","submitted_at":"2026-04-27T17:40:18Z","title":"SpecRLBench: A Benchmark for Generalization in Specification-Guided Reinforcement Learning","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-08T04:01:31.928056Z"},"links":{"cited_paper":"/paper/2511.02304","citing_paper":"/paper/2604.24729"},"observation_digest":"sha256:e7e0d8d6909f59522f9ef023783e092868c2b23d1606184cf20495edb7c5e754","observation_id":"afca4ed8-9e6f-47d4-8be8-abf48ec557ba","resolution":{"observed_at":"2026-06-03T02:05:11.145280Z","resolver_source":"arxiv_id","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"}}],"links":{"evidence":"/evidence","html":"/paper/2511.02304/citation-record","integrity":"/paper/2511.02304/integrity","json":"/paper/2511.02304/citation-record.json","paper":"/paper/2511.02304"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T00:21:00.103661Z","title":null,"venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.103661Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:7d17af44066fb462ef8f7747a99bc835f819fb52103ac370a5d10942d5703aae","observation_id":"f4d27f1b-c50a-4712-ada1-75546735d58c","resolution":{"observed_at":"2026-08-04T00:21:00.103661Z","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":"2026-08-04T00:21:00.170117Z","title":"2018.JAX: composable transformations of Python+NumPy programs","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.170117Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:28c773b77feb6f80d32978eddb73c988118b88d572e760c6fada711aa883ec25","observation_id":"0cc03403-9241-46f7-b67f-e0b198286eb7","resolution":{"observed_at":"2026-08-04T00:21:00.170117Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2105.14491","last_updated":"2022-01-31T07:20:20Z","snapshot_observed_at":"2026-07-06T11:14:04.454155Z","submitted_at":"2021-05-30T10:17:58Z","title":"How Attentive are Graph Attention Networks?","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2105.14491","snapshot_observed_at":"2026-08-04T00:21:00.246292Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.246292Z"},"links":{"cited_paper":"/paper/2105.14491","citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:1f1284072199caa1a011e456c48d733adbf1f048a9246f4ea2971a861619ba7d","observation_id":"ad1613f5-8489-4308-b729-54c97c76b128","resolution":{"observed_at":"2026-08-04T00:21:00.246292Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2011.09533","last_updated":"2020-11-18T20:29:59Z","snapshot_observed_at":"2026-08-06T15:48:23.562152Z","submitted_at":"2020-11-18T20:29:59Z","title":"Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2011.09533","snapshot_observed_at":"2026-08-04T00:21:00.300581Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.300581Z"},"links":{"cited_paper":"/paper/2011.09533","citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:16c57cf6f431d28e2436d1b863652676c46f33263b3571e99178ac27990fd31e","observation_id":"5f4b886c-90d3-46f5-a56e-cb66cfc3f0d8","resolution":{"observed_at":"2026-08-04T00:21:00.300581Z","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":"2026-08-04T00:21:00.358071Z","title":null,"venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.358071Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:85c530087987efcd4794be4535bab20364d5afd0aec9bac14f80c4e09fd01b44","observation_id":"787453ee-081f-402e-98a0-79183a513586","resolution":{"observed_at":"2026-08-04T00:21:00.358071Z","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":"2026-08-04T00:21:00.437942Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.437942Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:6c5c758a6bd9be654f2ab74d60af1b48f78cbfcbb3bb2a870ff3cc14b9fc2afb","observation_id":"3d47fe62-8d87-4259-b058-9c7baf93a476","resolution":{"observed_at":"2026-08-04T00:21:00.437942Z","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":"2026-08-04T00:21:00.511263Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.511263Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:42bf4f1eaf3f16fe4194e6c64ab91e28290cc5b73e31b43befd3439858323209","observation_id":"87ed7b9f-2f5c-43df-9ee6-1495f8f43853","resolution":{"observed_at":"2026-08-04T00:21:00.511263Z","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":"2026-08-04T00:21:00.552020Z","title":null,"venue":null,"work_id":null,"year":1971},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.552020Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:0152397588338c696bf5ea74989d01526b1f96a135d356d29929ac9026e96a68","observation_id":"de68e3b6-5abb-4e8c-998f-c55e2c7b648f","resolution":{"observed_at":"2026-08-04T00:21:00.552020Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2101.08001","last_updated":"2021-02-07T10:28:41Z","snapshot_observed_at":"2026-07-06T10:33:59.667626Z","submitted_at":"2021-01-20T07:24:24Z","title":"UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2101.08001","snapshot_observed_at":"2026-08-04T00:21:00.608726Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.608726Z"},"links":{"cited_paper":"/paper/2101.08001","citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:8b7de0848a8b9576d9039c8393d8094295edc7feaf7a7f7951bc5802674e0e6f","observation_id":"b2a3b99f-2acb-4314-8f99-32588736d022","resolution":{"observed_at":"2026-08-04T00:21:00.608726Z","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":"2026-08-04T00:21:00.673001Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.673001Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:1ad168c7cea7dd66f951950597e274b87096a563aa2812240e8fb155b783a28c","observation_id":"7b53368a-0ff5-44cc-84a4-d3f484e98c41","resolution":{"observed_at":"2026-08-04T00:21:00.673001Z","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":"2026-08-04T00:21:00.719483Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.719483Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:58d87ee0c905d2e13e843c241b03ad80c777cec43d88d143e4d99bb805c2a101","observation_id":"1a0f4778-cfe2-49c7-939e-98125c691e02","resolution":{"observed_at":"2026-08-04T00:21:00.719483Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.04631","last_updated":"2025-03-29T11:33:49Z","snapshot_observed_at":"2026-07-06T19:28:43.743447Z","submitted_at":"2024-10-06T21:30:38Z","title":"DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.04631","snapshot_observed_at":"2026-08-04T00:21:00.789293Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.789293Z"},"links":{"cited_paper":"/paper/2410.04631","citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:1569a6f9935538f766963ae89d8b492badc8ae7f6ed9033a85fb31a0c7f959e0","observation_id":"b0557c9d-dbb0-4581-9f16-45d2cc02ea83","resolution":{"observed_at":"2026-08-04T00:21:00.789293Z","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":"2026-08-04T00:21:00.869234Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.869234Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:c7a49577f947b253912ce57d7682efabf4e45e29b3212d09a0150ec68e189295","observation_id":"e577f17d-6bc0-41c6-a6b2-5e69de4ba296","resolution":{"observed_at":"2026-08-04T00:21:00.869234Z","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":"2026-08-04T00:21:00.927481Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:00.927481Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:b17d38ba348962f576774d40953369a8c03a8fa1da9bef9a6a76fb2eb3778d8b","observation_id":"e3583293-4a9a-4baf-a95f-10310e355984","resolution":{"observed_at":"2026-08-04T00:21:00.927481Z","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":"2026-08-04T00:21:01.002623Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.002623Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:11f714d727b27d9179b6052fc928f4e98adeca8ef30dc2fc2b129ccbca33cde5","observation_id":"312bfa75-5ad3-4e49-941c-98f3d69029db","resolution":{"observed_at":"2026-08-04T00:21:01.002623Z","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":"2026-08-04T00:21:01.057926Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.057926Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:ade2e443c4448f3cd2a3d7070831999cc810e1bfd3bd68327bed9b2161fc84f2","observation_id":"c5e34330-6e0b-451a-9ec8-24624765724e","resolution":{"observed_at":"2026-08-04T00:21:01.057926Z","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":"2026-08-04T00:21:01.143411Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.143411Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:732c73209c636201bba8953032302571f3029794d309c002650f46a680224f6d","observation_id":"8de5b782-be76-4472-ace8-106a8cec18d3","resolution":{"observed_at":"2026-08-04T00:21:01.143411Z","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":"2026-08-04T00:21:01.228017Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.228017Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:631f5807eb3772a1d2cd5ce08c28bf81e285abbbdff4719f00eec454c8948729","observation_id":"568ac978-a94a-48f8-b175-4e2778ffc0bc","resolution":{"observed_at":"2026-08-04T00:21:01.228017Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.22764","last_updated":"2024-10-30T07:30:22Z","snapshot_observed_at":"2026-08-05T21:31:13.150736Z","submitted_at":"2024-10-30T07:30:22Z","title":"An Evaluation of Massively Parallel Algorithms for DFA Minimization","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.22764","snapshot_observed_at":"2026-08-04T00:21:01.272646Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.272646Z"},"links":{"cited_paper":"/paper/2410.22764","citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:2dfdc428df6baa4624b89bccd1b42a33cecfe59395c5c6f67fb33fe81dbbaee1","observation_id":"b4e3f91e-249f-4bf5-a805-6a0b7585e08c","resolution":{"observed_at":"2026-08-04T00:21:01.272646Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.02221","last_updated":"2025-01-10T09:26:32Z","snapshot_observed_at":"2026-07-06T20:16:31.769559Z","submitted_at":"2025-01-04T07:53:38Z","title":"CORD: Generalizable Cooperation via Role Diversity","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.02221","snapshot_observed_at":"2026-08-04T00:21:01.325978Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.325978Z"},"links":{"cited_paper":"/paper/2501.02221","citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:cc41bd812c379276fbec63b327ecf438662fd87350591c34b747cd3a478031bb","observation_id":"3a788cd1-2e60-4c50-9d64-da01800262a3","resolution":{"observed_at":"2026-08-04T00:21:01.325978Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2007.01962","last_updated":"2021-02-09T00:28:11Z","snapshot_observed_at":"2026-07-06T09:35:17.216538Z","submitted_at":"2020-07-03T23:08:14Z","title":"Reward Machines for Cooperative Multi-Agent Reinforcement Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2007.01962","snapshot_observed_at":"2026-08-04T00:21:01.410677Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.410677Z"},"links":{"cited_paper":"/paper/2007.01962","citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:13d579fb3ec13f1f37c288737222a23cc1cc3230e5b7ad8c85ca85656ae860b1","observation_id":"e26fa67b-7f4d-49e6-aa8b-3a63d0761d64","resolution":{"observed_at":"2026-08-04T00:21:01.410677Z","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":"2026-08-04T00:21:01.475524Z","title":null,"venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.475524Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:90f91d1324d509379f209699a9c72dabac8fba5ddfcff8df0e4a89641670c770","observation_id":"ffd01a02-681f-4670-b57b-939513c8b7f8","resolution":{"observed_at":"2026-08-04T00:21:01.475524Z","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":"2026-08-04T00:21:01.534071Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.534071Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:193ac72e70120c8169b6b470079347813099490a93f99d1e71333154e0bd5771","observation_id":"38a60525-6520-47b2-aaa0-05c53395e845","resolution":{"observed_at":"2026-08-04T00:21:01.534071Z","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":"2026-08-04T00:21:01.630201Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.630201Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:44ae0b681b4e031721ee494c5bb8bf9140a79fa97f0c2fda5df8255ded430a5b","observation_id":"3fec932e-d568-4a12-8a32-dee39238aa73","resolution":{"observed_at":"2026-08-04T00:21:01.630201Z","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":"2026-08-04T00:21:01.693539Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.693539Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:a3c01adcee006df2e8285ac0aacf33c85ef97cc6569c6f72c05693d44aa00582","observation_id":"a76e6ea1-8702-4070-bd03-d9547862d569","resolution":{"observed_at":"2026-08-04T00:21:01.693539Z","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":"2026-08-04T00:21:01.776004Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.776004Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:e521b945c24faacafd9a210dd402422cbb0b643d2d44046f3e0ce97ff4437ee0","observation_id":"7675e1e1-f726-44ba-92f7-973a05734151","resolution":{"observed_at":"2026-08-04T00:21:01.776004Z","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":"2026-08-04T00:21:01.849620Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.849620Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:b0b4da081099f9f5129b7cf6dbac4cd325fc18991b9f61eb162cbb058ad626fc","observation_id":"c2433715-c7f4-43af-a48b-65a216e5f6ed","resolution":{"observed_at":"2026-08-04T00:21:01.849620Z","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":"2026-08-04T00:21:01.935429Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.935429Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:3bb7c5649945c54f0eb4c90050eac22a6b78e9d47c1dd9eb93b88a41e1a1b3bf","observation_id":"f096cfc1-6c36-4d45-bbd7-af10563f429f","resolution":{"observed_at":"2026-08-04T00:21:01.935429Z","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":"2026-08-04T00:21:02.086485Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.086485Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:f94be951ed5565ec2e804bf847ae1a5c754b5645a334e8016e08c7249bcdb6a3","observation_id":"112f0a9e-38c4-4268-bcb6-c2e36d04247a","resolution":{"observed_at":"2026-08-04T00:21:02.086485Z","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":"2026-08-04T00:21:02.130480Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.130480Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:686d5cc9750d033b519dcd647f1951cb7dda6a36f9884edc1bc1aca68516bf1e","observation_id":"c869fb93-417d-49f3-92de-8a69305b6dc0","resolution":{"observed_at":"2026-08-04T00:21:02.130480Z","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":"2026-08-04T00:21:02.169722Z","title":"Klassen, Richard Valenzano, and Sheila A","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.169722Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:6a2bad65e78f8c7ab32aa82601d22e58fb8649142b11d1c5f382e7228da2d152","observation_id":"0a5362d8-6831-4cf7-bb49-d691651e6ec4","resolution":{"observed_at":"2026-08-04T00:21:02.169722Z","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":"2026-08-04T00:21:02.286414Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.286414Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:d5de66386f33b203844af9de504b944c785eb579af35f4d8655604bb9dc042b1","observation_id":"ba0b158c-3a83-4f10-83a7-605cc7e13362","resolution":{"observed_at":"2026-08-04T00:21:02.286414Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.02135","last_updated":"2023-03-03T18:29:47Z","snapshot_observed_at":"2026-07-06T14:58:29.603807Z","submitted_at":"2023-03-03T18:29:47Z","title":"Eventual Discounting Temporal Logic Counterfactual Experience Replay","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.02135","snapshot_observed_at":"2026-08-04T00:21:02.406107Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.406107Z"},"links":{"cited_paper":"/paper/2303.02135","citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:040ded1c4354fc741530973e9bdc1315bb8d093f61db7e10dd431f625d373896","observation_id":"f06e6903-d78c-4e98-a7db-7ef921a99d4d","resolution":{"observed_at":"2026-08-04T00:21:02.406107Z","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":"2026-08-04T00:21:02.580446Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.580446Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:99a7b90e656454e1b47004e004125729aa3b9e22339fb00c103bde53418c583f","observation_id":"12e0db08-1c71-444c-ac63-474092cdf12b","resolution":{"observed_at":"2026-08-04T00:21:02.580446Z","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":"2026-08-04T00:21:02.728536Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.728536Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:311a73c314642a80ae11009dda9ba79ed9f8e5746810fbe59f817c512a5b2618","observation_id":"f987bf26-8aca-4ee5-90b5-8c2a5ad28a50","resolution":{"observed_at":"2026-08-04T00:21:02.728536Z","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":"2026-08-04T00:21:02.947188Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.947188Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:f30c2ca7f194c324112f58f804d112b1088dc5972ee10a63ca9d0dc49bf342e6","observation_id":"86318a50-b34a-4c11-94e6-18750940a7e2","resolution":{"observed_at":"2026-08-04T00:21:02.947188Z","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":"2026-08-04T00:21:03.060950Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:03.060950Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:dc261d149834fc3f07fc0141664cb61257e6f0bc0a3ddc59e2eb0a40187f8d14","observation_id":"b9c4f051-a999-4b23-98a7-6d43b8c53d6e","resolution":{"observed_at":"2026-08-04T00:21:03.060950Z","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":"2026-08-04T00:21:03.193524Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:03.193524Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:6087f8bc28426cc68cc2c373fa3c86c67ab26e86633ffd5b52d8e783817203fe","observation_id":"270cf4e8-f702-4620-8a2e-6817b87e60aa","resolution":{"observed_at":"2026-08-04T00:21:03.193524Z","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":"2026-08-04T00:21:03.331530Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:03.331530Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:814bcbbf7a47d90e341233586f776fdc93faeeca1366a180cd8c3a72eced15ba","observation_id":"0807543a-56bb-4879-8e29-c7a746d259ec","resolution":{"observed_at":"2026-08-04T00:21:03.331530Z","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":"2026-08-04T00:21:03.431763Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:03.431763Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:e9782789659ea0609ac7d4cf78b86c7bb7effbe82066bb007c8fc2c80ae2cb4a","observation_id":"f172c7b1-49d1-4917-b26e-0bbbb6a62061","resolution":{"observed_at":"2026-08-04T00:21:03.431763Z","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":"2026-08-04T00:21:03.583344Z","title":"𝑛Û 𝑖=1 𝜏|= 𝐿𝑖 A0[𝑖] # =E 𝑠0∼𝜄 A0∼𝜄𝑛 𝐷","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:03.583344Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:0f1c5e2c05c276c9bece7bc0e3ac2fe0ffee0f81b12cc24ea8d52e87ff2fba38","observation_id":"8529c311-423c-4068-92c7-a2403f2ff802","resolution":{"observed_at":"2026-08-04T00:21:03.583344Z","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":"2026-08-04T00:21:02.208358Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.208358Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:f9911c982023c7d55468087daee99680fbaafded345aa82dd08073419c6df10c","observation_id":"27cd36bc-eb18-4b5f-9646-35e136f9c2a8","resolution":{"observed_at":"2026-08-04T00:21:02.208358Z","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":"2026-08-04T00:21:02.846474Z","title":"In NeurIPS 2023 Workshop on Goal-Conditioned Reinforcement Learning","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:02.846474Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:7228af4075b869574bf140f1dc18e45e0a07c1d664a3fdb1e81c38167d11c15b","observation_id":"c4bd1f6e-51f6-4481-ac2a-9685c8b74fd8","resolution":{"observed_at":"2026-08-04T00:21:02.846474Z","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":"2026-08-04T00:21:01.984012Z","title":"InInter- national Conference on Autonomous Agents and Multiagent Systems","venue":null,"work_id":null,"year":1904},"citing_paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning","version":2},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-04T00:21:01.984012Z"},"links":{"citing_paper":"/paper/2511.02304"},"observation_digest":"sha256:56b43c33236ffc949d1f06ec75ee30fc532002f4b48717c31fb2f4cac08e8177","observation_id":"2f03d054-10a7-4e81-9ae9-d6ae27cea1f8","resolution":{"observed_at":"2026-08-04T00:21:01.984012Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2511.02304","last_updated":"2026-06-01T21:37:50Z","latest_version":2,"primary_category":"cs.MA","snapshot_observed_at":"2026-08-04T00:20:58.682125Z","submitted_at":"2025-11-04T06:37:36Z","title":"Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning"},"reference_resolution":{"displayed":44,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":44,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":44},"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 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2511.02304."}