Popular GitHub Repositories for Gymnasium Environment

Autonomous driving episode generation for the Carla simulator in a gym environment. This framework makes it easy to create driving scenarios to train/test the agent.

Automated stock trading strategy using deep reinforcement learning and recurrent neural networks

A Gymnasium environment and RL algorithms for navigation on human arms using ultrasound/MRI

A fast, top-down Minecraft clone built with WGPU, featuring new mechanics and intelligent hostile mobs. Gymnasium environment for RL agents. Built in Rust with Python bindings.

Maze gymnasium-compatible for Reinforcement learning

Experiments with Dyna-Q

A flexible reinforcement learning environment for navigating and learning on graph-structured data, built on top of the Gymnasium interface.

Simple AI playing the 421 dice game using Reinforcement Learning.

This project implements agent training using the Proximal Policy Optimization (PPO) algorithm in the BipedalWalker-v3 environment at two difficulty levels: normal and hardcore. The model's performance is evaluated based on rewards collected during the training process.