Simple Gridworld Gymnasium Environment

A collection of RL gymnasium environments for learning to grasp 3D deformable objects.

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

Lunar Lander envitoment of gymnasium solved using Double DQN and D3QN

A Complete Collection of Deep RL Famous Algorithms implemented in Gymnasium most Popular environments

A Gymnasium environment for simulating and training reinforcement learning agents on the BlueROV2 underwater vehicle.

Reinforcement Learning Environment Connect X Game + Gymnasium + PyGame GUI

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

Open-the-chests is a training environment for event-patterns recognition.

A sailing environment for OpenAI Gym / Gymnasium

Green-DCC is a benchmark environment for evaluating dynamic workload distribution techniques for sustainable Data Center Clusters (DCC) using reinforcement learning and other control algorithms.

Gymnasium car environment. Autonomous Racing with Proximal Policy Optimization and custom tracks.

A reinforcement learning model for the Da Vinci Code game

Try to reproduce basic example of Deep Q Learning (DQN) with Pytorch

Nokia's classic 'snake' game, written in NumPy and converted into a Gymnasium Environment() for use with gradient-based reinforcement learning algorithms

This project implements a Deep Q-Network (DQN) using PyTorch to train an agent to play Atari's Ms. Pac-Man. It utilizes reinforcement learning with a convolutional neural network (CNN) for image processing. Features include experience replay, frame preprocessing, and CUDA support, with trained model saving and video rendering of gameplay.

A command line tool for generating an unlimited number of RDDL instance files of customisable complexity.

Simple Tetris Gymnasium Environment for Reinforcement Learning