ryanxhr
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ryanxhr.github.io Public
Forked from eliottvincent/bay🐟 A simple theme for Jekyll. Live at https://eliottvincent.github.io/bay/
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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"
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Discrete_IVR Public
Discrete version of SQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization"
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POR Public
[NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"
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CPQ Public
[AAAI 2022] The official implementation of CPQ in "Constraints Penalized Q-learning for Safe Offline Reinforcement Learning"
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DWBC Public
[ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"
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DeepThermal Public
[AAAI 2022] The official implementation of "DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning"
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Fisher_BRC Public
Implementation of Fisher_BRC in "Offline Reinforcement Learning with Fisher Divergence Critic Regularization" based on BRAC family.
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CQL Public
Implementation of CQL in "Conservative Q-Learning for Offline Reinforcement Learning" based on BRAC family.
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BEAR Public
Pytorch implementation of BEAR in "Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction"