Denis Yarats

pytorch_sac. PyTorch implementation of Soft Actor-Critic (SAC)

drq. DrQ: Data regularized Q

pytorch_sac_ae. PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

dmc2gym. OpenAI Gym wrapper for the DeepMind Control Suite

exorl. ExORL: Exploratory Data for Offline Reinforcement Learning

proto. Proto-RL: Reinforcement Learning with Prototypical Representations

densenet_cifar10. Meta-learning learning rates with higher

dm_control2gym. OpenAI Gym Wrapper for DeepMind Control Suite

rrc. Jupyter Notebook

metarl. Python

TD3. PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

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

pytorch-flows. PyTorch implementations of algorithms for density estimation

rlenv. Docker Image for RL

notebooks. Jupyter Notebook