Pinned

1. tinkoff-ai/CORL Public

   High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC

   Python 667 68

2. faster-trajectory-transformer Public

   Implementation of Trajectory Transformer with attention caching and batched beam search

   Python 71 9

3. tinkoff-ai/sac-rnd Public

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

   Python 19

4. sac-n-jax Public

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

   Python 36 1

5. tinkoff-ai/lb-sac Public

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

   Python 15 1

6. prioritized_experience_replay Public

   Prioritized Experience Replay implementation with proportional prioritization

   Python 34 4