High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC
Minimalistic framework to run machine learning experiments
Brief introduction to Reinforcement Learning and Recommender Systems.
2nd place solution for NeurIPS RL 2019 challenge
Distributed framework for RL research
Accelerated deep learning research and development
3rd place solution for NeurIPS RL 2018 challenge
4th place solution for OpenAI Retro Contest.
3rd place solution for NIPS RL 2017 challenge