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Paper Citation Record · LEDGER

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes

As of 4 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2605.14632.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.14632 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T04:39:10.515224Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

  • verified exact1
  • verified fuzzy60
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 535f9a8d-669e-49c0-9d94-c0b83be3d23a · outbound

This paper cites ACM SIGIR , pages =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes ACM SIGIR , pages =

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.576583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:44638647f13ac28e39ad960fc812dd747a9d9c9d34044b5be5cb9e960a0f2ecf

Observation a7a3fb76-098f-47ad-bf0c-8d29615af431 · outbound

This paper cites NeurIPS , pages =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes NeurIPS , pages =

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.503429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:c4fd5216e0212c5f60ea303d00d2521ee130132d5a5d93636b90e0eb2e065bc4

Observation 36fe56c3-b02b-42c8-9a37-5d2e443b2a17 · outbound

This paper cites ICLR , year =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes ICLR , year =

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.516573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:54892d0775ad8734348fd4e8c66e081d07dd9e184569fc4f9112c55d111963ae

Observation 8cf894a6-bd6a-49c7-b7cb-e309b26d3a62 · outbound

This paper cites ICLR , year =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes ICLR , year =

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.493625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:455316e567042627ec6c1f5787e16d38574aef3f32ea3df5c8a8582877c56411

Observation ce77f73a-3059-48f0-a057-4addc62d339a · outbound

This paper cites IEEE Transactions on Audio, Speech, and Language Processing , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes IEEE Transactions on Audio, Speech, and Language Processing , author =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.539550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:175a524aa9dead0343df0b2e9235cc533638dca09fdad445b4fc480c3c7120b9

Observation 28dff768-537f-44f1-819a-873a6362ce52 · outbound

This paper cites NeurIPS , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes NeurIPS , author =

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.549373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:c1f707bb8c0e142f602bc947ccdc1f3d278a1b84abc3c849eb6267ae9f72a0e6

Observation 53e922d5-505b-4020-b991-311f16992988 · outbound

This paper cites Proceedings of the Workshop on Structured Prediction for NLP , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Proceedings of the Workshop on Structured Prediction for NLP , author =

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.605250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:2475d0fa0ada76be596610a6560ed5ce6b1beb06aeb9f35be5ef3892b68871e7

Observation db2d9abb-9439-4f61-a9bd-905ba7813b05 · outbound

This paper cites ICML , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes ICML , author =

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.423845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:2b177060f6fbd3cf5cd4464d7d74ec4d7bc1f4d5d1ccc0b23e4edeef7756d95b

Observation 303c2e80-801b-40c7-8d8a-9b4e451eddd6 · outbound

This paper cites ICML , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes ICML , author =

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.530421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:8ec387796b23f48d75ee300855f1d8d4024102a9882fea13131d499b020e2948

Observation 5f4eef64-a696-4c1c-acb6-92d056ecb597 · outbound

This paper cites ICML , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes ICML , author =

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.440397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:45a0ebd824a794f55b40775caedcf02ec8473f04a9c0f5194a36c0be62d4cd90

Observation b8bff6ce-a0ab-42ee-9460-a17156f7df42 · outbound

This paper cites Flexible and accurate inference and learning for deep generative models , volume =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Flexible and accurate inference and learning for deep generative models , volume =

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.468218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:9ac61a7a3cd576e76e3f18d810f6b16895afd96837ac2f6688575752e9abc750

Observation c7333ce8-505a-4316-8f7d-8f409ee44380 · outbound

This paper cites IEEE Transactions on Medical Imaging , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes IEEE Transactions on Medical Imaging , author =

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.458808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:3d0658ec27d24d665d1203ef82e44447518b57583e5c38c34b905256eb18fe7a

Observation 2ea0e53b-026f-46ea-851b-f813060b7d89 · outbound

This paper cites NeurIPS , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes NeurIPS , author =

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.497873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:881fb5b5f41848f1ec5a7306e9b28ef21a0b929fb36b67d1d8edd4f2542940fd

Observation 3c3de6d3-1f02-4caf-9a6c-0bdd4419d9c6 · outbound

This paper cites Archives of Computational Methods in Engineering , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Archives of Computational Methods in Engineering , author =

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.585031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:fef2ddfce9720d611ecd54d45e6a4d27b3acd853fc7b4ce6eb52e46920d4c0dd

Observation f081ac99-6cb8-4c10-8e73-b94d3a27b9d3 · outbound

This paper cites IISE Transactions , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes IISE Transactions , author =

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.434503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:bd32547a7ca211be7c1ab4387630497e4e43e45d8f107519fea804dcf406f393

Observation dd4ac394-ab68-458f-94c8-c087b630301d · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes IEEE Transactions on Neural Networks and Learning Systems , author =

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.429078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:6269fff92113027da7fc08ef9dbe0ef66c56c59bf19a5412ff35e2e3deab3f14

Observation a433e848-0826-44eb-a138-4de48e88cb8b · outbound

This paper cites Applied Soft Computing , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Applied Soft Computing , author =

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.447269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:2c849835902d3afe92b77e32980efedd6a95bc5c366d6d983afd658b0dfb8474

Observation 0741f75e-0e74-40f4-b79d-62af58308fb6 · outbound

This paper cites Information Processing & Management , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Information Processing & Management , author =

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.580494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:ec2c8388c6937027f036605dcce147ae92ed61b4d63d3d4f0747a1bfa9c9c711

Observation 74119783-b97f-484d-b92e-a16f1756ae55 · outbound

This paper cites 2025 , pages =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes 2025 , pages =

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.553664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:71abd438b030ccb4e28c302e12ca38a0428facc2b68174504cf247c6a4d4d5b5

Observation 1fbdf138-43b4-4fe8-af7d-ca35d935fbc9 · outbound

This paper cites Journal of Power Sources , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Journal of Power Sources , author =

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.571836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:a7d179b578ade06023ddb22f9bd8fa754f44593cefdaef2033cc9f0ee1440628

Observation 2f00696b-9c76-430d-ab05-a8df65554831 · outbound

This paper cites NeurIPS , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes NeurIPS , author =

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.525117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:75c398924a815014f02c24df2242226d3dfcc29e4f5af96dee35189fc4294e76

Observation 25d772d8-bf3f-4b2a-8a23-8ee319d87b8b · outbound

This paper cites Applied Soft Computing , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Applied Soft Computing , author =

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.614778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:77e8434338fef43b1d837a217fc0fdf1ae7388f15ab9e047f275830f58e10270

Observation 11451c41-44d7-41eb-9b7c-0b62fbce2c3c · outbound

This paper cites Artificial Intelligence Review , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Artificial Intelligence Review , author =

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.479015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:06e6d120c11a8c5785cbc37f56272e9cc95488814007c79d2e9a39aa1657d7f8

Observation 6de6e731-0831-4cb4-a01f-bf99dadfddd8 · outbound

This paper cites ACM Computing Surveys , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes ACM Computing Surveys , author =

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.609280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:79acf5573086a95b8c13c678866b19f86409b06f13914e74a72ac63877d94cb5

Observation 2515f4fb-4c01-446f-afa8-17506d6acaa8 · outbound

This paper cites Proceedings of the IEEE , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Proceedings of the IEEE , author =

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.508085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:a8a6e932dea031bf7b688a2e8529edf5b70903ef8591cf0156230a315f5db440

Observation 753cbd5f-eda0-4b5f-977c-df87342bae0b · outbound

This paper cites Journal of Intelligent Manufacturing , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Journal of Intelligent Manufacturing , author =

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.453329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:dced27eaaf2111fff4164256fb5a4117f9729af6eb5dda712cad9d38bb83fadc

Observation 8291b6ce-f6a9-40b2-8e5e-6124d8b4b6d7 · outbound

This paper cites IEEE Computational Intelligence Magazine , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes IEEE Computational Intelligence Magazine , author =

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.594066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:2b4363d14f21019c35f0fd8887089be2cc2924315b8f58e22b2910a0ddcf4ceb

Observation 97da4836-1894-4363-b367-5c1da3c0d7af · outbound

This paper cites Journal of Manufacturing Systems , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Journal of Manufacturing Systems , author =

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.622332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:48f36974040d068e1a5af1b95d7dc33d4acd5b25be60bc7eaa4408b7b104f90a

Observation d59996fc-b1f5-4fd0-969c-ddc4fa4cc152 · outbound

This paper cites IEEE Transactions on Intelligent Transportation Systems , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes IEEE Transactions on Intelligent Transportation Systems , author =

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.618478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:6a134495c49d69930716ae43cbdc04ffd396c3f053ccf76a541c785a21bdde93

Observation 824f8c50-9b8a-4a55-9139-e8c31f9ca7e3 · outbound

This paper cites IEEE Transactions on Industrial Informatics , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes IEEE Transactions on Industrial Informatics , author =

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.512486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:50f5646164a72d2ee022cbadc78e8a2d2565e2a472e34cbe7b870c2103b358f1

Observation 60064fa9-8b1b-4665-b004-ff0646f57b17 · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes IEEE Transactions on Neural Networks and Learning Systems , author =

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.567174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:4f2e314005c3fe14e8c2d6bb11ecbbbcf14b4dbc006d476ce012b891d037ab6a

Observation ce49653e-42e5-4802-86e0-84fa7b1bcb7b · outbound

This paper cites 2003 , pages =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes 2003 , pages =

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.534725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:53910a5d66f0c60c53aea82c91e8dbf025e1a6c7cfeccf607e648a304c4afab1

Observation 455d7593-daf9-4b99-9059-cdf7bfbeb42a · outbound

This paper cites NeurIPS , author =.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes NeurIPS , author =

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.520813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:787bc73e3ab47f7cd640b6e1775ad910f9395695b3c79900444455291566079a

Observation 30035018-2b78-4061-9d1b-e8b8537bfe96 · outbound

This paper cites SIGKDD , pages=.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes SIGKDD , pages=

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.484351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:103e0df168f26e9961fa9654641c29fc89c83971201a24b0e8be9cca08f69464

Observation 20ab8a2f-c70f-45f8-ab0e-e2a631b055e6 · outbound

This paper cites and Sundberg, C.-E.W.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes and Sundberg, C.-E.W

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.473876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:549c4dd31b571643e8f0c90b6c4b64d1cbc8017a815e57d4dc13a38401f42066

Observation 85da8cb8-b5fc-4e19-83c8-b2ea1c0b5b70 · outbound

This paper cites and Zhou, S.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes and Zhou, S

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.463574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:6b378916d87fe44095ab44eec3d6a1318ca6322057098d4626ed185a8ab73729

Observation e6e67f9c-7f39-4405-b009-a2c5edd1608c · outbound

This paper cites an unresolved cited work.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:39:44.562175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:664844ea9691a0e2c523ba8e5581ae6ad96e8885b4406c9f9a2f97d9249b49cd

Observation 459c4474-60ec-4a59-9aed-ca15351743d8 · outbound

This paper cites Spectral temporal graph neural network for multivariate time-series forecasting.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Spectral temporal graph neural network for multivariate time-series forecasting

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.544792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:bf5a7ab36b014157a40b46356f4bccaaa4661a5561e10c62a0c38cdd3eb93bda

Observation 431fd58e-3dfb-4dd1-a7a9-caecc2becba8 · outbound

This paper cites EM procedures using mean field-like approximations for Markov model-based image segmentation.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes EM procedures using mean field-like approximations for Markov model-based image segmentation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.599399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:a14e7990fae69263cda261b55713fa76dcf454eb9575c3beb887f8e95ee2af96

Observation be86f71e-3e9e-4274-8d34-e4a5f633bbc2 · outbound

This paper cites A recurrent latent variable model for sequential data.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes A recurrent latent variable model for sequential data

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.489399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:eaf6551fe00fdef0910da7bc76a68331e3bab3fa8c7a21fe621e052cc60d5d89

Observation d1f40a14-7a95-4900-9bd6-1c738850eff5 · outbound

This paper cites Inference suboptimality in variational autoencoders.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Inference suboptimality in variational autoencoders

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.557968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:afd483285850771dec8f6566c173f3e0a4fd1589ce0841454744daad01876cdf

Observation 28d980c8-5efd-435e-bbea-7503d58e8a89 · outbound

This paper cites E., Dong Yu , Li Deng , and Acero, A.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes E., Dong Yu , Li Deng , and Acero, A

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.589888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:d8102c308109a808a420dfbe0fa104f3183d00ac3cd02ac18863efad9bea4fd5

Observation 045ec289-b66d-47de-8ef1-04e37837b871 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:39:44.326603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:deb5631a87e0d8ce03cef445e4e1fbaf76b217c5df8dc7817e5ab1573f74cf5c

Observation 08704152-106f-4d5a-8a06-d9ae756fb94d · outbound

This paper cites an unresolved cited work.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:39:44.671497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:545eed9d69bf5fb220f1d065d820d0643648347c2784cc92d737da2838af0a2c

Observation 247b9314-f116-4e47-b814-bc48c9efa5eb · outbound

This paper cites Categorical reparameterization with gumbel-softmax.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Categorical reparameterization with gumbel-softmax

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.696040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:f238a1ed3d7e12666c5b667aad5177e56679c144ff33bd5a2392b251f61f993a

Observation 742ed583-821d-4046-9830-5703d5e565ad · outbound

This paper cites Modeling long- and short-term temporal patterns with deep neural networks.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Modeling long- and short-term temporal patterns with deep neural networks

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.636923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:35c781fa371c5caa73996d8bcee9788dea77306b5ffd35c7adaa1701deffa29f

Observation 9c431e1a-4e11-4bb4-97ba-0fc1f8d18522 · outbound

This paper cites H., Yu, D., and Chan, A.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes H., Yu, D., and Chan, A

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.733986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:60bd530a2d78f08b736fce0d378eb60f005723503309dc544bcaa1f3fc5355df

Observation be210413-37b9-431f-a70b-5c6e2f995a5c · outbound

This paper cites and Zhang, C.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes and Zhang, C

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.724229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:f0ff41af75937c89cc6079a72509f19043d68f1906c7c78248f124272504aacf

Observation a30d3c02-cb57-4c6b-9070-00d8d5bf0be3 · outbound

This paper cites A., and Woldegiorgis, B.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes A., and Woldegiorgis, B

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.651547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:c383d49b2865d2872814f171b8d6783040bbc632901bd12361f3c57dbbd4a774

Observation c12ea6b3-a514-437e-8819-8cd4a878201a · outbound

This paper cites an unresolved cited work.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:39:44.676816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:62cf0f0bad9598e7507f498e550fda037e9aecfac0847c6da022a29e71433fa0

Observation f0b4ed82-2697-43bd-a13b-6f5009c4d775 · outbound

This paper cites J., Mnih, A., and Teh, Y.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes J., Mnih, A., and Teh, Y

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.705643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:7661b5f5c28fda4b60fa677ed8ce899d645d3026996d87bd582e29e3e02d0ed0

Observation 55528c7e-631f-4095-be4d-6a9b3d612996 · outbound

This paper cites A systematic review of hidden markov models and their applications.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes A systematic review of hidden markov models and their applications

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.729153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:b675221a3baa2f30674ed94335bfd3631cd34187f26890412a772fcbff299ea2

Observation 4ecedb21-7e82-4403-9664-c7dcf9509d4e · outbound

This paper cites A tutorial on hidden markov models and selected applications in speech recognition.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes A tutorial on hidden markov models and selected applications in speech recognition

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.626524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:06c28a1bfd5daff68a6c2e6c72067bc5c2149c333cbc97f0aae76f6900c02071

Observation 92778317-3ce9-463c-8161-1528e65eef56 · outbound

This paper cites A., Maddison, C., Igl, M., Wood, F., and Teh, Y.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes A., Maddison, C., Igl, M., Wood, F., and Teh, Y

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.643865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:e5f4ef7cc526ffd55c512ad549be462e5b77f4e63593fe2bea19988e6942484d

Observation fbd1f20d-6f06-4b6e-ab7a-d955c9efa677 · outbound

This paper cites Modelling behaviour in UAV operations using higher order double chain markov models.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Modelling behaviour in UAV operations using higher order double chain markov models

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.701468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:f383b82affb16b68573cc323e6347c11a85dcba7b475544ef479b62fd3eb5b38

Observation 59b4e608-9558-4001-853b-6a0e53b0c473 · outbound

This paper cites and Sundberg, C.-E.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes and Sundberg, C.-E

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.685596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:6fda5f1f0bc36ea6cbeb9d782c821f70c58efce2c054e459fbf479456ee5f60b

Observation 0e4e382a-5644-4a33-8051-6ba2972044db · outbound

This paper cites C., Xing, E., and Zhang, K.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes C., Xing, E., and Zhang, K

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.714734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:f98b22d46c64b558a7f15aa386ff409df396e36ec8492b46ff7f2430c9cb493a

Observation 4f467ea6-b58a-4f3c-8265-2bc834930953 · outbound

This paper cites Robust anomaly detection for multivariate time series through stochastic recurrent neural network.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Robust anomaly detection for multivariate time series through stochastic recurrent neural network

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.666712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:76b0f03a453ee4f40dea7b8056d2f532a27178f07953709c8e63af7f17ad10c6

Observation 52072622-1d4c-4253-b727-d49fb8165960 · outbound

This paper cites Industrial system working condition identification using operation-adjusted hidden markov model.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes Industrial system working condition identification using operation-adjusted hidden markov model

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.657001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:f35c65034c56934815b872b66abd27c39f7facc3252a506356dbdefa60da0460

Observation f4b73556-310f-4d36-8ce9-6b4a403469e0 · outbound

This paper cites M., Bisk, Y., Vaswani, A., Marcu, D., and Knight, K.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes M., Bisk, Y., Vaswani, A., Marcu, D., and Knight, K

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.719714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:7efe94f51f683e53a731f4a864f14e444e0fd1f9fadd67170d9e5b37ef5b841f

Observation 98da5f8c-e40b-43ad-97c9-3abd98801d26 · outbound

This paper cites S., Ge, H., and Ghahramani, Z.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes S., Ge, H., and Ghahramani, Z

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.681513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:d62aa3a93ea2ee95fa2459b6ee152813e6bd5b79d3f8213dc26c1ef90a144547

Observation 2b1f2c63-6041-4212-a457-ecf27d1e62cc · outbound

This paper cites and Sahani, M.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes and Sahani, M

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.709583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:ca264f06fe2737beefb77ca2c0adeb95f43915073376f4d12414733d62c2d96b

Observation 2a90ed7f-e488-478b-b1c4-117fb7e64034 · outbound

This paper cites S., and Huang, Z.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes S., and Huang, Z

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.661941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:3709ad2becb3fcd8bf3d928b2746253317cb8f320b05d45fea11a469b93c2977

Observation 4d98b1d7-3277-43f5-85c3-937c98efd65f · outbound

This paper cites and Oechtering, T.

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes and Oechtering, T

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:39:44.690808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-15T04:39:10.515224Z digest=sha256:adf846fb019e42c3a1d331a8d9bc2389c67f1ef07dc4d21f503678267acf50a9

Pith citing papers

No inbound Pith citation observations are available.