vcharraut

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

teaching

scenarionet

ScenarioNet: Scalable Traffic Scenario Management System for Autonomous Driving

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

dqn-atari

DQN implementation in the Atari environment

Gymnasium

A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)

rl-basics

Simple single file implementation of Deep Reinforcement Learning algorithms

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

waymax

A JAX-based simulator for autonomous driving research.

vcharraut/rl-basics

Simple single file implementation of Deep Reinforcement Learning algorithms

vcharraut/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

vcharraut/dqn-atari

DQN implementation in the Atari environment

vcharraut/Gymnasium

A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)