Facebear-ljx

DOGE

The official implementation of "When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning" (ICLR2023)

RGM

The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)

PROTO

SBAC

Facebear's minimal implementation of SBAC (Soft behavior regularized actor critic, NIPS22 offline RL workshop)

BearRobot

My robot learning repo

FISOR

[ICLR 2024] The official implementation of "Feasibility-Guided Safe Offline Reinforcement Learning"

bridge_data_v2

Facebear-ljx.github.io

My personal homepage

FSRL

🚀 A fast safe reinforcement learning library in PyTorch

IVR

Author's implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization"

decision-pretrained-transformer

Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learning.

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.