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Haoran Xu's Projects

bear icon bear

Pytorch implementation of BEAR in "Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction"

cpq icon cpq

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

cql icon cql

Implementation of CQL in "Conservative Q-Learning for Offline Reinforcement Learning" based on BRAC family.

deepthermal icon deepthermal

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

discrete_ivr icon discrete_ivr

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

dwbc icon dwbc

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

fisher_brc icon fisher_brc

Implementation of Fisher_BRC in "Offline Reinforcement Learning with Fisher Divergence Critic Regularization" based on BRAC family.

ivr icon ivr

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

por icon por

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

ryanxhr.github.io icon ryanxhr.github.io

🐟 A simple theme for Jekyll. Live at https://eliottvincent.github.io/bay/

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