offline-reinforcement-learning topic

Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch

Howuhh

PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.

BY571

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

tinkoff-ai

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

Allenpandas

Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023

sail-sg

A Production Tool for Embodied AI

LoopMind-AI

An elegant PyTorch offline reinforcement learning library for researchers.

yihaosun1124

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variation...

DHDev0

Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023

tinkoff-ai

Official implementation for "Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size", NeurIPS 2022, Offline RL Workshop

tinkoff-ai