GitHub topics: reinforcement-learning-environments

Repositories

cropy128900/kbot

🤖 Control Kubernetes with ease using a secure Telegram bot that leverages RBAC permissions, ensuring safe cluster operations for your team.

Language: Go - Size: 1.35 MB - Last synced at: about 13 hours ago - Pushed at: about 15 hours ago - Stars: 0 - Forks: 0

Emerge-Lab/PufferDrive Fork of PufferAI/PufferLib

puffer_drive dev

Language: Python - Size: 1.03 GB - Last synced at: about 20 hours ago - Pushed at: about 22 hours ago - Stars: 22 - Forks: 10

mturan33/mujoco-ant-ppo-sac

Training a MuJoCo Ant agent to walk using PPO from scratch.

Language: Python - Size: 1.97 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

xplam-den/Snake-Game-with-RL

🎮 Build a Snake game using Deep Q-Learning to train an AI to navigate, collect food, and improve through reinforcement learning in Python.

Size: 4.35 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

hud-evals/hud-python

OSS RL environment + evals toolkit

Language: Python - Size: 58.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 194 - Forks: 42

Tetramputechture/npp-rl

Deep reinforcement learning for the game N++

Language: Python - Size: 121 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 4 - Forks: 0

WaimenMak/PedNStream

PedNStream: Design and Implementation of Pedestrian Network Flow Simulator

Language: Python - Size: 43.1 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 1

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

Language: Python - Size: 2.14 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 89 - Forks: 25

ugr-sail/sinergym

Gym environment for building simulation and control using reinforcement learning

Language: Python - Size: 488 MB - Last synced at: 4 days ago - Pushed at: 11 days ago - Stars: 190 - Forks: 52

micdoh/XLRON

X-elerated Learning and Resource Allocation for Optical Networks

Language: Jupyter Notebook - Size: 15 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 20 - Forks: 3

Unity-Technologies/ml-agents-dodgeball-env

Showcase environment for ML-Agents

Language: C# - Size: 76.8 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 73 - Forks: 18

Grid2op/grid2op

Grid2Op a testbed platform to model sequential decision making in power systems.

Language: Python - Size: 85.9 MB - Last synced at: 5 days ago - Pushed at: 12 days ago - Stars: 382 - Forks: 134

cruz-lucas/goright

Implementation of the GoRight environment for RL agents.

Language: Python - Size: 403 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 1

google-research/football

Check out the new game server:

Language: Python - Size: 26.5 MB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 3,504 - Forks: 1,331

levitation-opensource/ai-safety-gridworlds Fork of google-deepmind/ai-safety-gridworlds

Extended, multi-agent and multi-objective (MaMoRL / MoMaRL) environments based on DeepMind's AI Safety Gridworlds. This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents. It is made compatible with OpenAI's Gym/Gymnasium and Farama Foundation PettingZoo.

Language: Python - Size: 1.74 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 12 - Forks: 2

MaximilianB2/pc-gym

Reinforcement learning environments for process control applications.

Language: Python - Size: 654 MB - Last synced at: 4 days ago - Pushed at: 11 days ago - Stars: 65 - Forks: 10

clvrai/furniture-bench

FurnitureBench: Real-World Furniture Assembly Benchmark (RSS 2023)

Language: Python - Size: 170 MB - Last synced at: 5 days ago - Pushed at: 7 months ago - Stars: 200 - Forks: 26

stratosphereips/NetSecGame

An environment simulation for networks security tasks for development and testing AI based agents. Part of AI Dojo project

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 52 - Forks: 12

mitrefireline/simfire

An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning (RL) agents.

Language: Python - Size: 34.1 MB - Last synced at: 6 days ago - Pushed at: 12 months ago - Stars: 43 - Forks: 6

cvillanue/cubeBot

Tiny ROS 2 + Gazebo Classic robot with LiDAR and differential drive, designed for reinforcement learning experiments and autonomy demos.

Language: Python - Size: 30.3 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

erhardtconsulting/tensortrade-ng

TensorTrade-NG is an open source Python framework for building, training, evaluating, and deploying robust trading algorithms using reinforcement learning.

Language: Python - Size: 62.8 MB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 181 - Forks: 30

cruz-lucas/classic_pacmdp_envs

River Swim and Six Arms environments implemented in JAX for RL agents.

Language: Python - Size: 310 KB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 0

instadeepai/DEgym

A LLM-friendly framework for translating dynamical equations to gymnasium-compatible RL environments.

Language: Python - Size: 19.1 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 33 - Forks: 3

YannBerthelot/TargetGym

TargetGym: Fast Setpoint tracking environments in Jax.

Language: Python - Size: 76.4 MB - Last synced at: 9 days ago - Pushed at: 18 days ago - Stars: 6 - Forks: 0

kscalelabs/kbot-joystick

K-Bot Joystick Example. Check out K-Sim Gym and K-Sim For More

Language: Python - Size: 36.9 MB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 7 - Forks: 6

MarvinLer/pypownet

A power network simulator with a Reinforcement Learning-focused usage.

Language: Python - Size: 41.9 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 116 - Forks: 35

bongjoonno/RL-Value-Based-Methods

An RL sim with Q-learning, Monte Carlo and SARSA

Language: Python - Size: 67.9 MB - Last synced at: 19 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0

DevadattaP/elevator_dispatching_rl

RL algorithm for elevator dispatching optimization

Language: Python - Size: 6.93 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 1

gilzamir18/AI4U

AI4U is a plugin that allows you use the Godot Game Engine to specify agents with reinforcement learning. Non-Player Characters (NPCs) of games can be designed using ready-made components.

Language: C# - Size: 544 MB - Last synced at: 11 days ago - Pushed at: 23 days ago - Stars: 77 - Forks: 11

alex-pierron/FAIR_RIS_AI

Investigating AI fairness vulnerabilities in RL-driven RIS for B5G/6G networks. Research toolkit for bias analysis, mitigation strategies, and robust wireless communication systems.

Language: Python - Size: 57 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 2 - Forks: 1

rl-language/rlc

Bringing reinforcement learning to every day programmers

Language: C++ - Size: 25.4 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 60 - Forks: 12

EdanToledo/Stoa

A JAX-Native Interface for Reinforcement Learning Environments

Language: Python - Size: 179 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 8 - Forks: 1

shubham0204/QLearning_With_FrozenLakeEnv_Android 📦

Explore Q Learning with the Frozen Lake Environment 🥶 in Android.

Language: Kotlin - Size: 2.8 MB - Last synced at: 28 days ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

google-deepmind/pushworld

PushWorld: A benchmark for manipulation planning with tools and movable obstacles

Language: Python - Size: 1.13 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 84 - Forks: 15

asieradzk/RL_Matrix

Deep Reinforcement Learning in C#

Language: C# - Size: 46.2 MB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 284 - Forks: 26

hesic73/gomoku_rl

train AI agents to master Free-style Gomoku(五子棋)

Language: Python - Size: 36.4 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 0

StigLidu/CodeGym

The official repository for the CodeGym project.

Language: Python - Size: 1.01 MB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 14 - Forks: 1

aiaaee/Stochastic-Policy-Iteration-in-Markov-Environments

This project implements policy iteration in a stochastic environment using policy evaluation and policy improvement.

Language: Jupyter Notebook - Size: 879 KB - Last synced at: 21 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

EMI-Group/evorl

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.

Language: Python - Size: 2.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 188 - Forks: 27

Eldrich1Herz/Yandex-ML-Training-2025

Тренировки: ML-забег. Автономный транспорт, ML для робототехники, RL — Reinforcement Learning. Задачи поиска, словари, множества, указатели.

Language: Python - Size: 2.13 MB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

leehe228/LogisticsEnv

UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D

Language: C# - Size: 1.31 GB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 103 - Forks: 14

jr-robotics/robo-gym

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

Language: Python - Size: 1020 KB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 461 - Forks: 77

damat-le/gym-simplegrid

Simple Grid Environment for Gymnasium

Language: Python - Size: 739 KB - Last synced at: 29 days ago - Pushed at: 9 months ago - Stars: 64 - Forks: 14

amabna/Snake-Game-with-RL

SnakeRL is a Python project implementing the Snake game with Deep Q-Learning. The agent learns to navigate, collect food, and avoid collisions using a neural network, dynamic rewards, and customizable settings. Perfect for exploring RL and game AI.

Language: Python - Size: 3.04 MB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

rlberry-py/rlberry

An easy-to-use reinforcement learning library for research and education.

Language: Python - Size: 18 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 172 - Forks: 30

QnarikP/Reinforcement-Learning

A collection of Reinforcement Learning (RL) projects covering various algorithms, techniques, and applications. Each project provides code, documentation, and analysis to explore and experiment with RL methodologies.

Language: Jupyter Notebook - Size: 16.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

sail-sg/envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

Language: C++ - Size: 3.53 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 1,195 - Forks: 117

cstrikest/DRL_Snakey

深度强化学习贪吃蛇游戏。拥有完整游戏环境与AI接口。（项目未完成）

Language: Python - Size: 24 MB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 39 - Forks: 10

Emvlt/polyhex

Polyhex helps you build regular polyhexes from hexagons and export them to machine-learning frameworks

Language: Python - Size: 5.24 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

gymprecice/gymprecice

A framework to design and develop reinforcement learning environments for single- and multi-physics active flow control.

Language: Python - Size: 6.79 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 9

ryanrudes/chess-gym

OpenAI Gym environment for Chess, using the game engine of the python-chess module

Language: Python - Size: 43.9 KB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 2

Talendar/flappy-bird-gym

An OpenAI Gym environment for the Flappy Bird game

Language: Python - Size: 63.5 MB - Last synced at: 24 days ago - Pushed at: over 3 years ago - Stars: 126 - Forks: 89

umanshiva/Academics

Container for all the course materials, assignments, projects and relevant stuff.

Size: 30 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

vishvas-2000/Flappybird

Flappy bird game and playing Agent

Language: Python - Size: 11.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 2

vishvas-2000/Self-Driving-Car

Car drive self on a race track

Language: Python - Size: 16.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 2

unexploredtest/PyNDS

PyNDS: A Python Wrapper for the Nintendo DS Emulator

Language: C++ - Size: 55.7 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 5 - Forks: 1

ncbdrck/UniROS

A comprehensive framework for reinforcement learning in robotics, which allows users to train their robots in both simulated and real-world environments.

Language: CMake - Size: 57.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 76 - Forks: 8

srikanthbaride/Reinforcement-Learning-Explained-Code

Companion Python code for the book "Reinforcement Learning Explained"

Language: Python - Size: 285 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

automl/DACBench

A benchmark library for Dynamic Algorithm Configuration.

Language: PDDL - Size: 244 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 32 - Forks: 14

dhyeythumar/ML-Agents-with-Google-Colab

Train reinforcement learning agent using ML-Agents with Google Colab.

Language: Jupyter Notebook - Size: 76.4 MB - Last synced at: 23 days ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 5

zzbuzzard/boxjump

Box Jump is a co-operative multi-agent reinforcement learning environment!

Language: Python - Size: 1.39 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 12 - Forks: 1

adaptive-intelligent-robotics/Kheperax

High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchmarking.

Language: Python - Size: 26 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 19 - Forks: 3

Teaspoon-AI/gymnasium-hardmaze

A Gymnasium-compatible reimplementation of SharpNEAT hardmaze environment

Language: Python - Size: 950 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 0

Reinforcement-Poker/pokers

Embarrassingly simple no limit texas holdem environment for RL

Language: Rust - Size: 1.02 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 4 - Forks: 3

xiangyuan-zhang/controlgym

Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms

Language: Python - Size: 2.18 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 46 - Forks: 7

reveurmichael/space_mining

SpaceMining: a novel RL environment beyond LLM priors

Language: Python - Size: 38.7 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

tamsri/radio-gyms

Radio Gyms is an open-source bundle of AI environments for radio communications.

Language: Jupyter Notebook - Size: 3.78 MB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 3

WindJammer6/35.-Star-Wars-Reinforcement-Learning

A series of Star Wars-inspired Gymnasium custom-made Reinforcement Learning (RL) Environments in grid-world style.

Language: Jupyter Notebook - Size: 63.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

shuvoxcd01/RL-Worlds

Environments for Reinforcement Learning

Language: Python - Size: 41 KB - Last synced at: 2 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

prosysscience/JSSEnv

An OpenAi Gym environment for the Job Shop Scheduling problem.

Language: Python - Size: 18.1 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 222 - Forks: 62

Pabloo22/job_shop_lib

A modular Python library for creating, solving, and visualizing job shop scheduling problems.

Language: Python - Size: 24 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 58 - Forks: 10

rust-control/oxide_control

Physics-based simulation and Reinforcement Learning environments, using MuJoCo, in Rust.

Language: Rust - Size: 4.88 KB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

pulkitgoyal56/Tangram

A Tangram Gymnasium Environment for Reinforcement Learning Experiments.

Language: Python - Size: 80.1 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

Trenza1ore/sb3-extra-buffers

[ :suspect:👾 ] ➡️ 💾 ➡️ { 🎮🕹️ } Extra Stable-Baselines3 buffer classes. Reducing RL memory usage drastically with minimal overhead.

Language: Python - Size: 167 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 22 - Forks: 0

bark-simulator/bark-ml

Gym environments and agents for autonomous driving.

Language: Python - Size: 60.2 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 102 - Forks: 19

AdamClarkStandke/ReinforcementLearning

Implementing Different Types of Reinforcement-Learning-Algorithms using different environments

Language: Jupyter Notebook - Size: 88.2 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

manjavacas/melgym

Gymnasium-based interface for continuous control using MELCOR.

Language: Python - Size: 25.4 MB - Last synced at: 28 days ago - Pushed at: 7 months ago - Stars: 11 - Forks: 1

jjshoots/PyFlyt

UAV Flight Simulator for Reinforcement Learning Research

Language: Python - Size: 251 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 177 - Forks: 33

epignatelli/helx

Interoperating between (Deep) Reiforcement Learning libraries

Language: Python - Size: 609 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 6

NevVerVer/DBS-Gym

RL Environment and Benchmark pipeline. Code accompanying paper "Neurophysiologically Realistic Environment for Comparing Adaptive Deep Brain Stimulation Algorithms in Parkinson’s Disease"

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 15 - Forks: 0

cair/FlashRL

Language: Python - Size: 24 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 28 - Forks: 6

act3-ace/CoRL

The Core Reinforcement Learning library is intended to enable scalable deep reinforcement learning experimentation in a manner extensible to new simulations and new ways for the learning agents to interact with them. The hope is that this makes RL research easier by removing lock-in to particular simulations.The work is released under the follow APRS approval. Initial release of CoRL - Part #1 -Approved on 2022-05-2024 12:08:51 - PA Approval # [AFRL-2022-2455]" Documentation https://act3-ace.github.io/CoRL/

Language: Python - Size: 3.41 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 6