Popular GitHub Repositories for 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.

Trading environnement for RL agents, backtesting and training.

? Datasets and env wrappers for offline safe reinforcement learning

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

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

wordpress plugin to automatice creation of quality wordpress standard posts using NEWS API , GEMINI AI and Stable Diffusion API for free

A driving simulator built specifically for reinforcement learning/imitation learning. The scenario generator is based on highway-env, and 3-D animation is based on Carla

This project uses computer vision techniques to detect objects on a chessboard. The data are converted into an 8x8 numpy matrix which is passed to the minimax algorithm to suggest a move.

Solution for Taxi env using HRL (Hierarchical reinforcement learning) (2018)

docker env for ios research on a mac host

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML

Deep Reinforcement Learning based Decision-Making in Autonomous Driving Tasks

Applying ML-Agents to the Unity's Boat Attack env. ??

An extension of the Planner-Actor-Reporter framework applied to autonomous vehicles in Highway-Env and CARLA.

Autonomous Driving W/ Deep Reinforcement Learning in Lane Keeping - DDQN and SAC with kinematics/birdview-images

Airflow POC demo : 1) env set up 2) airflow DAG 3) Spark/ML pipeline | #DE

Rainbow to solve blokus gym env

Multi-Agent Reinforcement Learning with Particle Env. (on going)

Deep RL implementations. DQN, SAC, DDPG, TD3, PPO and VPG implemented in pytorch. Tested Env: LunarLander-v2 and Pendulum-v0.