Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs
| Main Authors: | , , , , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
2023
|
| Online Access: | https://hdl.handle.net/1721.1/148645 |
| _version_ | 1826190950991396864 |
|---|---|
| author | Mao, Weichao Zhang, Kaiqing Zhu, Ruihao Simchi-Levi, David Basar, Tamer |
| author2 | Massachusetts Institute of Technology. Department of Civil and Environmental Engineering |
| author_facet | Massachusetts Institute of Technology. Department of Civil and Environmental Engineering Mao, Weichao Zhang, Kaiqing Zhu, Ruihao Simchi-Levi, David Basar, Tamer |
| author_sort | Mao, Weichao |
| collection | MIT |
| first_indexed | 2024-09-23T08:47:48Z |
| format | Article |
| id | mit-1721.1/148645 |
| institution | Massachusetts Institute of Technology |
| language | English |
| last_indexed | 2024-09-23T08:47:48Z |
| publishDate | 2023 |
| record_format | dspace |
| spelling | mit-1721.1/1486452023-03-22T03:49:58Z Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs Mao, Weichao Zhang, Kaiqing Zhu, Ruihao Simchi-Levi, David Basar, Tamer Massachusetts Institute of Technology. Department of Civil and Environmental Engineering 2023-03-21T15:55:11Z 2023-03-21T15:55:11Z 2021 2023-03-21T15:03:49Z Article http://purl.org/eprint/type/ConferencePaper https://hdl.handle.net/1721.1/148645 Mao, Weichao, Zhang, Kaiqing, Zhu, Ruihao, Simchi-Levi, David and Basar, Tamer. 2021. "Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs." INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 139. en INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139 Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf Proceedings of Machine Learning Research |
| spellingShingle | Mao, Weichao Zhang, Kaiqing Zhu, Ruihao Simchi-Levi, David Basar, Tamer Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs |
| title | Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs |
| title_full | Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs |
| title_fullStr | Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs |
| title_full_unstemmed | Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs |
| title_short | Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs |
| title_sort | near optimal model free reinforcement learning in non stationary episodic mdps |
| url | https://hdl.handle.net/1721.1/148645 |
| work_keys_str_mv | AT maoweichao nearoptimalmodelfreereinforcementlearninginnonstationaryepisodicmdps AT zhangkaiqing nearoptimalmodelfreereinforcementlearninginnonstationaryepisodicmdps AT zhuruihao nearoptimalmodelfreereinforcementlearninginnonstationaryepisodicmdps AT simchilevidavid nearoptimalmodelfreereinforcementlearninginnonstationaryepisodicmdps AT basartamer nearoptimalmodelfreereinforcementlearninginnonstationaryepisodicmdps |