Popular GitHub Repositories for Dm Env

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

PyTorch implementation of Soft Actor-Critic (SAC)

DrQ: Data regularized Q

RAD: Reinforcement Learning with Augmented Data

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

OpenAI Gym wrapper for the DeepMind Control Suite

A Multi-Task Dataset for Simulated Humanoid Control

Trading environnement for RL agents, backtesting and training.

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

Spyx: Spiking Neural Networks in JAX

Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.

? Datasets and env wrappers for offline safe reinforcement learning

Explore and find reinforcement learning environments in a list of 150+ open source environments.

Convert DeepMind Control Suite to OpenAI gym environments.

Proto-RL: Reinforcement Learning with Prototypical Representations

A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env

[CVPR 2024 Highlight] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models".

Experiment with diffusion models that you can run on your local jupyter instances