Democratizing Reinforcement Learning for LLMs
- agent-framework
- agentic-workflow
- distributed-training
- llm-training
Repository Index
57,637 visible repositories in the index
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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
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.
A Next-Generation Training Engine Built for Ultra-Large MoE Models
EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL
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)
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.
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
Translated"Large Language Models" (《大语言模型》), authors: Zhao Xin, Li Junyi, Zhou Kun, Tang Tianyi, Wen Jirong
- artificial-intelligence
- deep-learning
- deep-neural-networks
- deep-reinforcement-learning
agent-sandbox enables easy management of isolated, stateful, singleton workloads, ideal for use cases like AI agent runtimes and reinforcement learning (RL).
- kubernetes
- agent
- ai
- rl
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
- tensorflow
- pytorch
- keras
- gobang
A curated list of reinforcement learning with human feedback resources (continually updated)
- deep-learning
- deep-reinforcement-learning
- human-feedback
- reinforcement-learning