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openai/gym

Reinforcement learning toolkit for developing and comparing algorithms.

37.1K
Archived
Python
Inference
Testing
Python
#reinforcement-learning#gym#ai-research

dennybritz/reinforcement-learning

Reinforcement Learning implementations and exercises for Python developers

21.9K
Archived
Jupyter Notebook
ML Ops
Python
#reinforcement-learning#python#tensorflow

AI4Finance-Foundation/FinRL

FinRL is a financial reinforcement learning library that helps developers build AI-driven trading agents.

14.1K
Active
Jupyter Notebook
Agents & Orchestration
PyTorch
#algorithmic-trading#deep-reinforcement-learning#fintech

DLR-RM/stable-baselines3

Reliable PyTorch implementations of reinforcement learning algorithms for AI and robotics applications.

12.8K
Active
Python
ML Ops
PyTorch
#reinforcement-learning#robotics#machine-learning

Farama-Foundation/Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities.

11.4K
Active
Python
Agents & Orchestration
#reinforcement-learning#api#gym

vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features.

9.2K
Experimental
Python
PyTorch
#reinforcement-learning#deep-reinforcement-learning#ppo

Snouzy/workout-cool

An open-source fitness coaching platform for creating workout plans, tracking progress, and accessing a comprehensive exercise database.

7.1K
Stable
TypeScript
Full-Stack Frameworks
Frontend Frameworks
Next.js
#fitness#health#exercise

wger-project/wger

A self-hosted fitness, nutrition, and weight tracking app built with Django for personal and community use.

5.8K
Active
Python
API Frameworks
Full-Stack Frameworks
Django
#fitness#nutrition#weight-tracking

udacity/deep-reinforcement-learning

This is a repository for the Udacity Deep Reinforcement Learning Nanodegree program, focusing on deep reinforcement learning algorithms and techniques.

5.1K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#deep-reinforcement-learning#openai-gym#reinforcement-learning-algorithms

openai/retro

Retro Games in Gym - A library for integrating classic video games into the OpenAI Gym environment.

3.6K
Archived
C
Computer Vision
#video-games#reinforcement-learning#openai-gym

datamllab/rlcard

A Python library that provides reinforcement learning algorithms and environments for various card games

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
#reinforcement-learning#game-ai#game-bot

Farama-Foundation/HighwayEnv

A minimalist environment for decision-making in autonomous driving powered by reinforcement learning.

3.2K
Stable
Python
Agents & Orchestration
API Frameworks
Python
#autonomous-driving#reinforcement-learning#gym-environment

unitreerobotics/unitree_rl_gym

RL training framework for Unitree quadruped robots with gym-compatible environments

3.0K
Experimental
Python
Robotics
ML Ops
OpenAI Gym
#reinforcement-learning#unitree-robotics#gym-environment

werner-duvaud/muzero-general

An implementation of the MuZero reinforcement learning algorithm for general-purpose use cases.

2.8K
Archived
Python
Agents & Orchestration
CLI Tools
PyTorch
#reinforcement-learning#monte-carlo-tree-search#deep-learning

DLR-RM/rl-baselines3-zoo

A framework for training Stable Baselines3 reinforcement learning agents with hyperparameter optimization.

2.7K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#hyperparameter-optimization#robotics

Farama-Foundation/Minigrid

A simple and configurable grid world environment for reinforcement learning in Python.

2.4K
Stable
Python
Agents & Orchestration
CLI Tools
#reinforcement-learning#gridworld#environment

AminHP/gym-anytrading

An OpenAI Gym-based trading environment for developing and testing AI-driven trading algorithms.

2.4K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#trading#reinforcement-learning#gym

openai/roboschool

Open-source robot simulation software for AI development and testing.

2.2K
Archived
Python
OpenAI Gym
#robot simulation#AI development#testing

Farama-Foundation/ViZDoom

A reinforcement learning environment based on the classic FPS game Doom, useful for AI and ML research.

2.0K
Active
C++
Reinforcement Learning
Game Engines
Python
#reinforcement-learning#ai-research#doom

EMI-Group/evox

Distributed GPU-accelerated framework for evolutionary computation and optimization algorithms.

2.0K
Active
Python
Evolutionary Algorithms
CLI Tools
PyTorch
#evolutionary-computation#optimization#gpu-acceleration

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