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  1. IVR IVR Public

    [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization"

    Python 45 6

  2. Discrete_IVR Discrete_IVR Public

    Discrete version of SQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization"

    Python 3 2

  3. POR POR Public

    [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"

    Python 55 7

  4. DWBC DWBC Public

    [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"

    Python 34 2

  5. CPQ CPQ Public

    [AAAI 2022] The official implementation of CPQ in "Constraints Penalized Q-learning for Safe Offline Reinforcement Learning"

    Python 11 2

  6. DeepThermal DeepThermal Public

    [AAAI 2022] The official implementation of "DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning"

    Python 14 2