Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T11:33:20.892688Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 100 of 284 outbound references and 100 inbound Pith citation observations for arXiv:2005.01643.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T11:33:20.892688Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:39:57.880351Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
100 of 284 outbound references displayed
External citation measurements
19
pith, observed 2026-08-05T02:28:24.338817Z
Observation 017d7b1b-83b8-473f-b2f4-b88dc64ca4fa · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Friedman, N
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 99c1b101-f61b-4b1d-80b4-89d8e5307477 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2019 International Conference on Robotics and Automation (ICRA) , pages=
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b0f3a3c4-b6c3-4543-b2fa-4a06c9e36c6c · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International journal of computer vision , volume=
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f460aca3-0c65-4de5-8e18-5348041e0755 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sim-to-Real: Learning Agile Locomotion For Quadruped Robots
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5a9fe4aa-5d75-4d04-8414-5000f5573be8 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 97e98e5b-5812-48dc-854f-1e1dc3d0f2e6 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6b4362ee-8572-4cad-9520-f98d8095fa38 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2019 , howpublished =
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9c5f9cad-cbb0-4bbd-ab2a-6ea4a9015b54 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2020 , howpublished =
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a58eabfc-aa55-4c4c-b1f2-d17bc63f5660 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems The Journal of Machine Learning Research , volume=
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a567dcbf-dcca-4ac1-b9a6-f694138c7c0a · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Machine Learning , pages=
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2ada1639-130f-4b50-bf16-62f12eb21ac2 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Nature , volume=
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13869476-25b7-4a9c-ae51-a66f7ae0e377 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Advances in neural information processing systems , pages=
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3bf082b5-83d7-494a-8c1a-68e90153012a · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Playing Atari with Deep Reinforcement Learning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47bfc1ba-181f-46e4-ac47-2e6a80d0d836 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Advances in neural information processing systems , pages=
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 26ad66e4-51fb-45dd-9a7e-bf843c8ce18b · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Journal of Machine Learning Research , volume=
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d0e7f085-0968-4e03-81c8-02ce96a8a80a · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Machine learning , volume=
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 587f61a2-a360-4d4e-a784-36deaec4be14 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Neural fitted
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ca0840a-1034-4231-a050-8580bf321120 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Reinforcement learning , pages=
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ccb0f885-4128-4a95-80e2-c7e9716d2ee9 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Machine Learning (ICML) , year =
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 219e78f2-6afc-4d95-84ee-9aa357c4dfa8 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Storkey, A
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a078c781-cee4-41f6-a2c9-901dd6f112e5 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Attias , title =
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6a747586-201e-4716-9640-7c49e488d92d · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 1994 , publisher=
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4e9c36e9-1fbb-4ad2-b23d-5b8fdac0c9be · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems European Workshop on Reinforcement Learning (EWRL) , year =
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8d1bbd75-fe54-4f35-a35a-4c4ce14afd9b · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Artificial Intelligence and Statistics (AISTATS) , pages=
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2f84cdf3-522d-4602-8c11-9d5228efe85d · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Artificial Intelligence and Statistics (AISTATS) , pages=
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b6f6b8d3-b0fb-4924-85a5-1ce670763bc9 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Machine Learning (ICML) , volume=
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e069cc26-6dea-498b-b704-a2adb79a9d29 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb2f69b3-6662-4dc3-b153-def1f8c19a91 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ec825235-2bfb-4f2a-b7f2-e6a52a83d7bf · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 603ea544-8099-4e37-8d22-0eb23adea9cf · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e79c4ba-f65b-4b64-855f-de687b5cfd38 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 993532ce-941c-4a66-978b-8f7cbe89a558 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d6893da3-d4c0-4944-a2c6-836592955515 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Munos, R
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 912ed871-092e-47ce-8d43-7ecfd04754f5 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Hinton, G
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1dc4f67e-6162-426b-8a9d-3d484bef25bb · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5fb240d4-6aa6-4b92-ac65-ea8a613361af · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Todorov , booktitle=
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 78f55a18-d894-451f-acc4-ded24097d2a7 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c660bc69-1242-48f4-8ba8-fa80df1f8e7d · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems u lling, K. and Alt \
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e70eabc4-7b65-4fe4-a2d1-ca0504ef657a · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Neural Information Processing Systems (NIPS) , year =
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f40398de-445f-4ccb-943b-c37eb5f6c90f · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Todorov , title =
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 99bb6567-2151-4a9d-bb40-6474e727013c · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Todorov, E
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6ca4a406-5c61-427b-badd-3e8d1b9da512 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Neural Information Processing Systems (NeurIPS) , year =
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 93c6d035-6c80-4c42-82f3-543732fe82fb · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Learning Physical Intuition of Block Towers by Example
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 040187be-39b5-4cc2-aae5-a12ec00f5afa · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2017 IEEE International Conference on Robotics and Automation (ICRA) , pages=
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5952dc03-2148-474c-95c3-69e436c1c24c · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Advances in neural information processing systems , pages=
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bafe8fe3-fcfe-4e50-91a5-f1239b506e7c · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Learning Representations , year=
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2dd2e29e-31f7-4bdf-90b2-5979171ffdb5 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Certifying Some Distributional Robustness with Principled Adversarial Training
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 90c3a46e-8b5f-4284-96ef-cc0390ce4741 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Advances in neural information processing systems , pages=
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 141421d8-0334-4944-8146-bc7a4b444597 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Advances in neural information processing systems , pages=
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cee9bcc0-cf40-4469-993e-1ec4336af1ee · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems international conference on machine learning , pages=
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ce7360c0-08ce-4081-8619-f35f2d8f7271 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Causality for Machine Learning
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9900ef4d-f96f-4705-b290-cc233452b690 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems nature , volume=
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation caac2d98-8701-49eb-a680-2df16cd46c67 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Deep Reinforcement Learning and the Deadly Triad
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eb374b03-bd38-4bc8-98cd-ab00a9f24897 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Artificial Intelligence and Statistics (AISTATS 2010) , year =
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4ccbe37c-eee5-4df8-a45f-1c7119456e51 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Machine Learning (ICML) , year =
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 66a5395e-34b2-4c9e-8343-3ffda9795d55 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems title =
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13cc71b9-6675-4a2b-9dcf-c40b654231b1 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems title =
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d09b6329-442d-4aef-8bf6-34e071f6409a · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1424b93a-f4e8-4d5f-b973-932edeba5784 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Advances in Neural Information Processing Systems , pages=
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 16608f98-dac3-43af-90cc-87a0ff85e566 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Proceedings of the 34th International Conference on Machine Learning-Volume 70 , pages=
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a399f551-3c4a-491c-a470-be7b8f3901d1 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 57daec8e-9498-4e2c-a935-6648389f29c9 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Rawlik and M
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 46df2233-e771-4154-bfb7-14b8d7460186 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Toussaint , title =
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c6db0ca3-0bb1-4885-8ac6-d38fc7522d0a · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Uncertainty in Artificial Intelligence (UAI) , volume=
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fbd8530c-2ab2-4807-96dc-a0eabad54227 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Kalman , title=
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a9e0edc7-8f05-48a3-9248-b6d61cd039ea · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Advances in neural information processing systems , pages=
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eb548699-f795-4bc5-94e1-f14d8f8a1fd3 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Machine learning , volume=
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8a8d5695-d1ef-4573-b444-af10c596fc82 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Machine learning , volume=
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9704249c-e542-4a9d-a7cb-a8c861cfc365 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Todorov , title =
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b010ca1b-f766-4b39-8d6f-169ca18fe369 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Schaal, S
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation efc5bd70-edb7-474d-99b8-22f7cb184ff9 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Neumann , title =
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f81744cf-1c30-4691-a18a-917fbbef84ca · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Levine and V
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a598e534-ab2a-4f97-9e34-90854a5948f4 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems European Conference on Machine Learning (ECML) , year =
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 78de8f95-197e-4cd3-a315-360f03990d38 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Journal of Machine Learning Research , volume=
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6fe590dc-06d4-43ac-8a85-81f43203b9e2 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Machine Learning (ICML) , year=
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ed0b712c-afe7-4c84-8985-147cb7a1b35e · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2018 , booktitle =
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d6871d2d-813c-4643-89b0-193b84aef1dc · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2020 , booktitle =
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 729ba718-0073-4eec-9431-996330d01b0c · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2017 , booktitle =
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 26624040-4489-4354-a09e-a28f75c6d8f1 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Koltun, V
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cfe2ece7-d32a-492a-860e-8ea4d23a6c88 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aaca1e55-a15f-4f7b-b26b-f8f5161cdc67 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Pong, V
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 21d6ff20-bd47-40c7-8b7e-8616ebe8846b · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Nachum and M
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6eeb3b54-aa3d-467b-8cf5-c70f27717686 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Popovi\'
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8032c13b-c8d5-4c19-84bb-24042d8689ab · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Levine and V
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3c51fd4e-d0ac-4f50-9cc8-290fe3fd2209 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 524ca5d7-3f8b-4b6d-bff8-fa0e0b30e02b · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Wulfmeier and P
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1165a998-d2ed-4e30-a0e0-9ac7b49a63f0 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Unresolved cited work
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9c2226fe-349c-4ed3-8655-f2ca6791d08e · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Huang and K
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 300e8f57-5b77-440a-93a0-eae67aafc52a · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Huang and A
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fa80f8e7-95c2-40f6-b46a-2f589c87367c · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems CoRR , volume =
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 22563612-0b83-411a-a13c-0893c0dd71c3 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Javdani and S
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d45f29a8-2cdf-479b-8a03-a289d9d8f81f · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2018 , author=
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7c23d3c6-1c6a-4cfb-a909-5702a7ac3643 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Learning Representations (ICLR) , year=
Reference 95
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 10602982-8f0f-4abb-8482-4f7918b9b704 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Gupta and R
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b6c630a0-7ab4-4352-86cf-a609963390e6 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems and Finn, C
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5a31aef9-3e84-471c-87be-caa11d9529fd · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Machine Learning (ICML) , year =
Reference 98
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ddf69ec6-8a02-4549-a84a-37bcb3a224f1 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 2017 , booktitle =
Reference 99
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cc95fd18-d503-4564-ae63-7222ba6dfc59 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Mnih and K
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8d001b6d-35cf-4d9d-ac16-97999581fc78 · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems International Conference on Machine Learning (ICML) , year =
Reference 101
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ebbba56a-785d-496a-8e8e-4f57c08e9cab · outbound
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Neural Information Processing Systems (NIPS) , year =
Reference 102
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b1bc3922-d0e6-40bc-89f5-08672e92a0da · inbound
D4RL: Datasets for Deep Data-Driven Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 67458dd5-8f57-4ddb-bd19-04980927a21b · inbound
Decision Transformer: Reinforcement Learning via Sequence Modeling Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ccee5352-07a0-494c-b973-e2f5fc11e219 · inbound
What Matters in Learning from Offline Human Demonstrations for Robot Manipulation Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 03bee1b7-29d0-421c-a60e-cd7edc4a9e25 · inbound
VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 94e12715-8977-40b8-aea8-de7e1433cefa · inbound
IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 230da3f9-9d98-4a05-adfa-58a638b57531 · inbound
MiniLLM: On-Policy Distillation of Large Language Models Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 15b3fab1-a780-4cf7-982b-c213faa7ef53 · inbound
CROP: Conservative Reward for Model-based Offline Policy Optimization Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 00bd38f2-6fad-4a31-85ac-22977eb76bed · inbound
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a0d5459e-2f70-4cd1-ad06-11e95c3c0290 · inbound
Remember what you did so you know what to do next Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bcddf5fb-13ae-4edb-898a-605610b07764 · inbound
RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 04116204-3098-4c78-a6b0-3049b13ff9de · inbound
Multi-Objective-Optimization Assisted Data Collection Framework for IoUT Based on Offline Reinforcement Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f19f4684-9397-4f86-867c-52b14d28a2b1 · inbound
A Tale of Two Cities: Pessimism and Opportunism in Offline Dynamic Pricing Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 97fa3e47-0c49-4e9f-b1ee-8f7439296c38 · inbound
Meta-Offline and Distributional Multi-Agent RL for Risk-Aware Decision-Making Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 37b2b7a1-cb1f-4ef4-9fc1-0ed1aa40400c · inbound
A Review of Causal Decision Making Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0aa23041-a176-4a0e-8f20-38976287eb82 · inbound
VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b9da10df-a74c-4cec-83fd-3d14da4f5134 · inbound
Offline Constrained Reinforcement Learning under Partial Data Coverage Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b21890e2-3a96-40fe-b354-5b868aa601e0 · inbound
BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2fbac1f2-4a0e-47b7-a636-c258239421ce · inbound
Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1a90a0e5-82de-450c-8ab6-40cc06427cbe · inbound
Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dfd9504e-4c08-4393-b1a9-432863d59bce · inbound
Generative Sequential Notification Optimization via Multi-Objective Decision Transformers Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 722d2c77-9226-4913-90dc-3c73ee52b394 · inbound
Reinforcement learning meets bioprocess control through behaviour cloning: Real-world deployment in an industrial photobioreactor Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55c5924b-a1cb-4929-8e47-abb71b374845 · inbound
Wavelet Fourier Diffuser: Frequency-Aware Diffusion Model for Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54cacf35-c3c2-465d-a4e0-e4b79061e6bc · inbound
RobustVLA: On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fa3a69c-1c3a-49d6-abe8-1b2a4bd32e81 · inbound
The Three Regimes of Offline-to-Online Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aab9c65b-3ee7-438f-8ac7-dcbd634937b6 · inbound
Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6adef32-a557-4f37-a420-a78dad14b28b · inbound
Density-Ratio Weighted Behavioral Cloning: Learning Control Policies from Corrupted Datasets Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c5fa8801-c96a-4919-94b8-24471e516dac · inbound
DeepEN: A Deep Reinforcement Learning Framework for Personalized Enteral Nutrition in Critical Care Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99e667d1-68b0-491c-a0f1-a3dc85b2110e · inbound
Mixed-Density Diffuser: Efficient Planning with Non-Uniform Temporal Resolution Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4e107a36-59c2-43d5-bbd7-e9b6dba8b038 · inbound
Human-Like Goalkeeping in a Realistic Football Simulation: a Sample-Efficient Reinforcement Learning Approach Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc706218-b02e-4a30-8c44-20b76a4c55d4 · inbound
Zero-Human Demonstration End-to-end Autonomous Driving with Trajectory Scorer Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bd99190-6207-4cd0-b160-27a68062b4ac · inbound
Stability of Certainty-Equivalent Adaptive LQR for Linear Systems with Unknown Time-Varying Parameters Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a8beca63-e9f0-4739-8ca2-675a1853e085 · inbound
$\pi^{*}_{0.6}$: a VLA That Learns From Experience Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 381624a3-fd54-42a8-8cf0-9789245ee286 · inbound
Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1355548b-b4e1-4464-aea1-bf78080d6e00 · inbound
Long-Horizon Model-Based Offline Reinforcement Learning Without Explicit Conservatism Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ebe15c9c-7834-4c68-9801-01c5c0da807e · inbound
Pseudo-Expert Regularized Offline RL for End-to-End Autonomous Driving in Photorealistic Closed-Loop Environments Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a3c0d4c6-a65e-4d8d-8583-62085bf3c4cf · inbound
Generalisation in Multitask Fitted Q-Iteration and Offline Q-learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7238425d-08c9-4eeb-9a6b-7d30bc83d945 · inbound
MetaboNet: The Largest Publicly Available Consolidated Dataset for Type 1 Diabetes Management Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c40be30f-8a3a-46cb-a4b7-fc4eb8cfabb1 · inbound
Outcome-Based RL Provably Leads Transformers to Reason, but Only With the Right Data Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9312abe6-38bd-44c6-844d-7373ed5e7670 · inbound
On Safer Reinforcement Learning for Sedation and Analgesia in Intensive Care Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 92aec2ef-d032-4ea3-ab13-04374749dbd1 · inbound
Adaptive Control in Autonomous Driving via Real-Time Recurrent RL Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 91a39f13-16cc-4343-b581-d8828b6e1951 · inbound
Beyond Success Rates: Trainability and Extractability for Offline GCRL Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee16f694-368e-4cf0-927c-23755537ff15 · inbound
Can Vision Language Models Learn Intuitive Physics from Interaction? Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 2016
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1abecfe-8b5f-49e6-8acd-95049ea199a3 · inbound
Improve Large Language Model Systems with User Logs Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1b07d353-ac51-4c15-8b1d-c3ca0c98df48 · inbound
Improve Large Language Model Systems with User Logs Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ec55555-4e6d-4a27-af2b-968df06fa147 · inbound
The hidden risks of temporal resampling in clinical reinforcement learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6e13b17d-89c0-4158-8e60-67fe2b30ed21 · inbound
VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action Adaptation Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7ea1ead5-d6a2-43ba-8552-a7b346e8cf69 · inbound
SERNF: Sample-Efficient Real-World Dexterous Policy Fine-Tuning via Action-Chunked Critics and Normalizing Flows Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dfddc979-3e71-4b82-8edf-f7c9a5014c74 · inbound
SERNF: Sample-Efficient Real-World Dexterous Policy Fine-Tuning via Action-Chunked Critics and Normalizing Flows Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65a9af51-c76e-4870-9f5f-d7ca59236381 · inbound
Breaking the Curse of Repulsion: Remoteness-Aware Control of Negative Off-Policy Updates Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3007d3db-bf77-4310-acdb-f6862a5bc763 · inbound
RISE: Self-Improving Robot Policy with Compositional World Model Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2755953c-b859-48c9-a2d3-eb29f534a7b7 · inbound
What Matters for Simulation to Online Reinforcement Learning on Real Robots Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63fd0a51-1e7f-485e-8265-ec4ca40cff1c · inbound
Mollified Value Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aa4410a-6f85-4c8f-87c6-82e227245baf · inbound
Conservative Equilibrium Discovery in Offline Game-Theoretic Multiagent Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1205f5df-a97c-4723-8a8c-c8958a5c26a0 · inbound
The Informational Cost of Agency: A Bounded Measure of Interaction Efficiency for Deployed Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e4dc9d65-5c2b-43e0-83cf-55e578101f71 · inbound
The Informational Cost of Agency: A Bounded Measure of Interaction Efficiency for Deployed Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 927b2e5c-82e4-448e-bd24-903a4f5f2053 · inbound
A Survey of Reinforcement Learning For Economics Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 484d1eaa-9c7f-4e61-a1d9-35cb57109e32 · inbound
Contextual Intelligence The Next Leap for Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eff3b642-bd4a-4c0b-bf8b-0876ca3c502b · inbound
Mitigating Data Scarcity in Spaceflight Applications for Offline Reinforcement Learning Using Physics-Informed Deep Generative Models Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 43b1278d-07dc-41e8-b9c4-e289af13e39d · inbound
Offline RL for Adaptive Policy Retrieval in Prior Authorization Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e3d1c6f6-50ae-417f-bde9-799970ac52ac · inbound
Cross-fitted Proximal Learning for Model-Based Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f555d2f8-c58f-405e-90f9-2fe7ec31994a · inbound
JD-BP: A Joint-Decision Generative Framework for Auto-Bidding and Pricing Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 496a6180-c6f7-47f8-a477-02b877343bfe · inbound
JD-BP: A Joint-Decision Generative Framework for Auto-Bidding and Pricing Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ece9362a-9746-4cc6-8f1f-e9be583b0311 · inbound
The Cartesian Cut in Agentic AI Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fa1ae9dd-14e2-414f-9337-874cb46f0f1a · inbound
Automotive Engineering-Centric Agentic AI Workflow Framework Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0af77945-106d-4639-ac7c-86d64126b930 · inbound
Large Language Model Post-Training: A Unified View of Off-Policy and On-Policy Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3d9a76c0-e56b-4300-bf6d-9a5535a2e345 · inbound
ViVa: A Video-Generative Value Model for Robot Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0a373dd7-b962-4f43-ad12-48e207303235 · inbound
Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd36e067-e400-4557-8b59-772d7fa4143f · inbound
Efficient Hierarchical Implicit Flow Q-learning for Offline Goal-conditioned Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2398f91e-7a7c-475e-b2aa-dddabd2ad32a · inbound
BankerToolBench: Evaluating AI Agents in End-to-End Investment Banking Workflows Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b9ac097e-0099-41dd-a033-d643eff7cd8a · inbound
BayMOTH: Bayesian optiMizatiOn with meTa-lookahead -- a simple approacH Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2845ed5e-633b-4347-9ec5-9ea60ea8840f · inbound
Whole-Body Mobile Manipulation using Offline Reinforcement Learning on Sub-optimal Controllers Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bd406ca3-6f37-4cb6-b64e-3956c9fd2229 · inbound
Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7bcef570-679b-42fc-8b85-f4a8fb4c964a · inbound
Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 50fcafeb-21df-4501-bd37-5801302defcd · inbound
Adaptive Memory Crystallization for Autonomous AI Agent Learning in Dynamic Environments Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9375ceac-391d-4cb0-ba94-d0dd12ee133c · inbound
Fisher Decorator: Refining Flow Policy via a Local Transport Map Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c20328f3-1783-4651-a5d7-a6900bf00502 · inbound
Distributional Off-Policy Evaluation with Deep Quantile Process Regression Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 139
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ee3a9c02-7553-43f4-a2f1-5c417f1240b8 · inbound
Locality, Not Spectral Mixing, Governs Direct Propagation in Distributed Offline Dynamic Programming Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 66be2b28-c73f-4209-96a6-1b8f621754c9 · inbound
Beyond Bellman: High-Order Generator Regression for Continuous-Time Policy Evaluation Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 622e546c-bee0-4bec-abf2-27c776b0011e · inbound
SceneOrchestra: Efficient Agentic 3D Scene Synthesis via Full Tool-Call Trajectory Generation Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6b03fbc8-db1d-47de-b3e7-a55a697ffad1 · inbound
Align Generative Artificial Intelligence with Human Preferences: A Novel Large Language Model Fine-Tuning Method for Online Review Management Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 677ab89e-82ad-4965-934c-1321fc8129f6 · inbound
SOLAR-RL: Semi-Online Long-horizon Assignment Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1f4eecc5-fb15-4e2d-8f85-64cc30650c2a · inbound
CASP: Support-Aware Offline Policy Selection for Two-Stage Recommender Systems Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ba714bad-9612-4ec0-827e-fdccd0466a5e · inbound
CODA: Coordination via On-Policy Diffusion for Multi-Agent Offline Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bbee5401-b5b1-464d-8f16-28149a27c026 · inbound
TSN-Affinity: Similarity-Driven Parameter Reuse for Continual Offline Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f21a88ff-207b-4f21-8da6-46166ad9f763 · inbound
Detecting is Easy, Adapting is Hard: Local Expert Growth for Visual Model-Based Reinforcement Learning under Distribution Shift Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e2f0a9b4-5f25-4933-881b-531dfc2106d7 · inbound
Model-Based Proactive Cost Generation for Learning Safe Policies Offline with Limited Violation Data Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f4588942-99a4-4f20-8cbc-39a855788f11 · inbound
CoFlow: Coordinated Few-Step Flow for Offline Multi-Agent Decision Making Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2341d5e7-2a7a-472f-b9dc-acb2830fea68 · inbound
CoFlow: Coordinated Few-Step Flow for Offline Multi-Agent Decision Making Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f4330bf2-3444-4119-9f6e-e87a1b28f2a1 · inbound
CoFlow: Coordinated Few-Step Flow for Offline Multi-Agent Decision Making Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 77ff837d-8b11-4acd-a0e9-0c51d7ed9254 · inbound
Towards Efficient and Expressive Offline RL via Flow-Anchored Noise-conditioned Q-Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8870bb17-d89e-4d6d-8ab0-8a1db1903b7d · inbound
Towards Efficient and Expressive Offline RL via Flow-Anchored Noise-conditioned Q-Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3158d570-c503-4529-9b78-924a554035dc · inbound
QHyer: Q-conditioned Hybrid Attention-mamba Transformer for Offline Goal-conditioned RL Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9dfcd8b-277f-4cab-a545-739245b88960 · inbound
On the Optimal Sample Complexity of Offline Multi-Armed Bandits with KL Regularization Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 21819124-22b2-4451-acd5-dbfc9adc2307 · inbound
Recurrent Deep Reinforcement Learning for Chemotherapy Control under Partial Observability Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 80227e65-b65d-4b0e-b026-5b6025e4d9d6 · inbound
Adaptive Estimation and Optimal Control in Offline Contextual MDPs without Stationarity Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 256
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 02983fbb-34ad-48f1-9e28-c96323e7b9f0 · inbound
Adaptive Policy Selection and Fine-Tuning under Interaction Budgets for Offline-to-Online Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3b597498-b9ec-4847-87a9-2019288c8b0e · inbound
When Life Gives You BC, Make Q-functions: Extracting Q-values from Behavior Cloning for On-Robot Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e7b46636-abdd-4eff-9a6b-205ad4755113 · inbound
When Life Gives You BC, Make Q-functions: Extracting Q-values from Behavior Cloning for On-Robot Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b4d3f5ce-9d80-4686-83d3-f6159a4ab8cf · inbound
Adaptive Q-Chunking for Offline-to-Online Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b2edbc2e-35c9-48d9-a424-0f9c8cb5cdc5 · inbound
On the Role of Language Representations in Auto-Bidding: Findings and Implications Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.