ryanxhr

Haoran Xu's repositories

POR

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

Language:PythonMIT54 3 2

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"

Language:PythonMIT39 2 3

DWBC

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

Language:PythonMIT32 1 1

DeepThermal

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

Language:Python1201

BEAR

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

Language:PythonMIT10 20

CPQ

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

Language:PythonMIT10 2 1

CQL

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

Language:Python7 10

Discrete_IVR

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

Language:PythonMIT3 20

Fisher_BRC

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

Language:Python1 10

ryanxhr.github.io

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

Language:HTML000