Repository Index

Democratizing Reinforcement Learning for LLMs

• agent-framework
• agentic-workflow
• distributed-training
• llm-training

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

• llm
• llm-reasoning
• machine-learning-systems
• mlsys

Implement a reasoning LLM in PyTorch from scratch, step by step

• ai
• artificial-intelligence
• deep-learning
• large-language-models

RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI

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

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

• games
• reinforcement-learning
• multiagent
• cpp

An open source quadruped robot pet framework for developing Boston Dynamics-style four-legged robots that are perfect for STEM, coding & robotics education, IoT robotics applications, AI-enhanced robotics application services, research, and DIY robotics kit development.

• quadruped
• walking
• legged-robot
• arduino

Deep Reinforcement Learning for Keras.

• keras
• tensorflow
• theano
• reinforcement-learning

A Next-Generation Training Engine Built for Ultra-Large MoE Models

• llm
• agent
• deepseek-v3
• gpt-oss

EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

• ai
• gpt
• llm
• nlp

Repo for the Deep Reinforcement Learning Nanodegree program

• deep-reinforcement-learning
• reinforcement-learning
• reinforcement-learning-algorithms
• neural-networks

This repo contains the Hugging Face Deep Reinforcement Learning Course.

• deep-reinforcement-learning
• reinforcement-learning
• reinforcement-learning-excercises
• deep-learning

Translated🌟100+ original LLM / RL algorithm diagrams📚, a great gift from the author of 《大模型算法》 (Large Model Algorithms)! 💥 (100+ LLM/RL Algorithm Maps)

• llm
• reinforcement-learning
• algorithm
• nlp-machine-learning

Paper list of multi-agent reinforcement learning (MARL)

• multiagent-reinforcement-learning
• multi-agent-learning

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

• agent
• agentic
• agentic-ai
• agentic-rl

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

• machine-learning
• pytorch
• reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

• reinforcement-learning
• machine-learning
• artificial-intelligence
• deep-reinforcement-learning

Deep Reinforcement Learning

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

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

Translated[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | DouDizhu AI (斗地主, Dou Dizhu, "Fight the Landlord")

• reinforcement-learning
• doudizhu
• game-ai
• poker

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

• policy-gradient
• pytorch
• actor-critic-algorithm
• alphago

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

A library of reinforcement learning components and agents

• reinforcement-learning
• agents
• research

FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading

• deep-reinforcement-learning
• stock-trading
• a2c-algorithm
• ppo

AI Infra / AI Orchestration / AI Control Plane

• deep-learning
• machine-learning
• artificial-intelligence
• data-science