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66 search results found

Stable Baselines3 ⭐ 7,292

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Muzero General ⭐ 2,203

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Rex Gym ⭐ 759

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Deep Learning Wizard ⭐ 664

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

Sumo Rl ⭐ 545

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Agilerl ⭐ 457

Streamlining reinforcement learning with RLOps

Long-Term Evolution Project of Reinforcement Learning

Panda Gym ⭐ 385

Set of robotic environments based on PyBullet physics engine and gymnasium.

Stable Baselines3 Contrib ⭐ 384

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Trust Region Policy Optimization with TensorFlow and OpenAI Gym

Rl Exploration Baselines ⭐ 279

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Extensible Combinatorial Optimization Learning Environments

Gym Electric Motor ⭐ 250

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

Ml Fairness Gym ⭐ 246

Stable Baselines ⭐ 221

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

AI research environment for the Atari 2600 games 🤖.

Retro Learning Environment ⭐ 178

The Retro Learning Environment (RLE) -- a learning framework for AI

Openmodelica Microgrid Gym ⭐ 103

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

Freqtrade Gym ⭐ 101

A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.

openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.

Gym Mupen64plus ⭐ 80

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

Banana Gym ⭐ 80

A simple stochastic OpenAI environment for training RL agents

Super Mario Neat ⭐ 74

This program evolves an AI using the NEAT algorithm to play Super Mario Bros.

A platform to test reinforcement learning policies in the datacenter setting.

Techcircle_openai_handson ⭐ 59

Tech-Circle OpenAI Handson Repository

Convert DeepMind Control Suite to OpenAI gym environments.

Gym Lattice ⭐ 52

An HP 2D Lattice Environment with a Gym-like API for the Protein Folding Problem

OpenAI's Gym written in pure Rust for blazingly fast performance

Toribash Learning Environment

Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

Atc Reinforcement Learning ⭐ 27

Reinforcement learning for an air traffic control task. OpenAI gym based simulation.

Cryptotrader ⭐ 27

This repo contains a cryptocurrency trading environment and agents

Seoul AI Gym is a toolkit for developing AI algorithms.

Loopquest ⭐ 26

A Production Tool for Embodied AI

Ml Stock Prediction ⭐ 25

A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

A curated list of reinforcement learning environments and frameworks.

Autobench ⭐ 20

Autonomous vehicle training environment with configurable difficulty based on ML-Agents v0.6

a modular reinforcement learning library with JAX agents

Super Mario Rl ⭐ 19

Deep Reinforcement learning and Python learn how to play the original Super Mario Bros

Hierarchical Meta Reinforcement Learning ⭐ 19

This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.

Pyreason Gym ⭐ 12

An OpenAI wrapper for PyReason to use in a Grid World reinforcement learning setting

Quanser Openai Driver ⭐ 11

OpenAI Gym wrapper for the Quanser Qube and Quanser Aero

Rl_with_resets ⭐ 11

JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"

Tensor utilities, reinforcement learning, and more!

Pyreinforce ⭐ 10

Deep Reinforcement Learning library for Python

Voxelgym2d ⭐ 10

Gym environment for 2D grid path planning

Ai_research ⭐ 10

This GitHub repo showcases my AI skills with computer vision and reinforcement learning projects. Detailed documentation and code provided.

Heatenginegym ⭐ 9

A collection of heat engines, based on the OpenAI Gym environment framework for use with reinforcement learning applications.

A project for the DRL framework. AINE means "Agent IN Environment".

Unstable_baselines ⭐ 8

A TF2.0 implementation of RL baselines.

Stanford cs231n (HKUST COMP4901J Fall 2018 Deep Learning in Computer Vision) Assignment Repository

Bipedalwalker V2 ⭐ 7

Solving openAI's game 'BipedalWalker-v2' with Deep Reinforcement Learning

Openai Universe Agents ⭐ 6

Deep reinforcement learning agents for OpenAI universe environments

PyLoL OpenAI Gym Environments for League of Legends v4.20 RL Environment (LoLRLE)

Deep_reinforcement_learning ⭐ 6

Train agents to walk, drive by themself using Unity ML Agent, OpenAI Gym and PyTorch

Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.

Slitherio Ai ⭐ 6

Using Neural-evolution of Augmenting Topologies and OpenAI gym to train an AI to play SlitherIO

Frozen Lake Openai Gym ⭐ 5

Implementation of RL Algorithms in Openai Gym Frozen-Lake Environment

Prismarine Gym ⭐ 5

train minecraft agents using reinforcement learning (inspired by https://gym.openai.com/)

Gym Equipment Classifier ⭐ 5

Classification of Gym Equipment using Convolutional Neural Networks.

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