Repository Index

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

• ray
• distributed
• parallel
• machine-learning

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

• reinforcement-learning
• unity3d
• deep-learning
• unity

FinRL®: Financial Reinforcement Learning. 🔥

• deep-reinforcement-learning
• drl-trading-agents
• stock-trading
• drl-algorithms

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Machine learning, in numpy

• machine-learning
• neural-networks
• topic-modeling
• gaussian-mixture-models

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

• reinforcement-learning
• reinforcement-learning-algorithms
• machine-learning
• gym

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

• api
• gym
• reinforcement-learning

An elegant PyTorch deep reinforcement learning library.

• pytorch
• policy-gradient
• dqn
• double-dqn

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

• rl
• ml
• ai
• google

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

• wandb
• reinforcement-learning
• pytorch
• python

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

• ai
• deep-reinforcement-learning
• wpa-psk
• handshakes

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

• c-plus-plus
• machine-learning
• online-learning
• contextual-bandits

Unified framework for robot learning with multi-physics/renderer support

• robot-learning
• robotics
• omniverse-kit-extension
• isaac-sim

StarCraft II Learning Environment

• reinforcement-learning
• machine-learning
• starcraft-ii
• starcraft-ii-replays

Playing Pokemon Red with Reinforcement Learning

A customisable 3D platform for agent-based AI research

• machine-learning
• artificial-intelligence
• neural-networks
• deep-learning

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

• tensorlayer
• deep-learning
• tensorflow
• neural-network

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

• deep-learning
• deep-reinforcement-learning
• game

Puffing up reinforcement learning

• reinforcement-learning

This is an AI agent for Street Fighter II Champion Edition.

PyTorch implementations of deep reinforcement learning algorithms and environments

RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI

• reinforcement-learning
• agentic-ai
• rlinf
• vla-rl