Projects in Awesome Lists tagged with gymnasium-environment

https://github.com/mikelma/craftium

A framework for creating rich, 3D, Minecraft-like single and multi-agent environments for AI research based on Minetest

artificial-intelligence gymnasium gymnasium-environment luanti marl minecraft minetest multi-agent open-ended procedural-generation pytorch reinforcement-learning

Last synced: 30 Mar 2025

https://github.com/hewlettpackard/dc-rl

SustainDC is a set of Python environments for Data Center simulation and control using Heterogeneous Multi Agent Reinforcement Learning. Includes customizable environments for workload scheduling, cooling optimization, and battery management, with integration into Gymnasium.

battery-management benchmark benchmarking benchmarking-framework carbon-footprint cooling-optimization data-center data-center-management energy-efficiency gymnasium gymnasium-environment heterogeneous-reinforcement-learning machine-learning multi-agent-reinforcement-learning python reinforcement-learningmulti-agent-systems sustainability sustainable-computing workload-scheduling

Last synced: 26 Apr 2025

https://github.com/pockerman/rlenvscpp

Environments and various utilities for reinforcement learning with C++

cpp gymnasium-environment openai-gym reinforcement-learning reinforcement-learning-environments

Last synced: 12 Apr 2025

https://github.com/negarhonarvar/deepreinforcementlearning

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

boltzmann-exploration cartpole-v1 d3qn dqn drl-algorithms gymnasium-environment lunar-lander ppo-algorithm sarsa softmax-exploration swimmer

Last synced: 23 Apr 2025

https://github.com/gokulp01/bluerov2_gym

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

autonomous-robots bluerov2 gymnasium gymnasium-environment reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments robotics robotics-simulation rov underwater-robotics

Last synced: 14 Dec 2024

https://github.com/professornova/ppo-car

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

artificial-intelligence gymnasium-environment proximal-policy-optimization reinforcement-learning

Last synced: 23 Apr 2025

https://github.com/thalesgroup/open-the-chests

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

activity-recognition artificial-intelligence event-processing gymnasium-environment reinforcement-learning

Last synced: 17 Mar 2025

https://github.com/pd-mera/cart-pole-dqn

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

deep-q-learning gymnasium-environment onnx onnxruntime torch

Last synced: 26 Feb 2025

https://github.com/aryansk/autonomous-vehicle-navigation-with-deep-q-learning

A reinforcement learning implementation for autonomous vehicle navigation using Deep Q-Learning (DQN). This project demonstrates how to train an AI agent to navigate through obstacles to reach a goal.

autonomous-driving autonomous-vehicles dnq gymnasium-environment openai python pytorch reinforcement-learning-environments self-driving-car

Last synced: 11 Apr 2025

https://github.com/taka-rl/rl_aps

This repository is a development environment for my thesis which is "Reinforcement learning based automated parking systems".

automated-parking-systems automatic-parking autonomous-parking autopark gymnasium-environment kinematic-bicycle-model python python3 rayrllib reinforcement-learning self-driving-car

Last synced: 03 Apr 2025

https://github.com/starlitdreams/pacman-convolutional-q-learning

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.

artificial-intelligence artificial-neural-networks atari cuda deep-learning deep-learning-algorithms deep-q-learning deeplearning gymnasium gymnasium-environment python pytorch