reinforcement-learning

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.

StarCraft II Learning Environment

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

Reading list for research topics in multimodal machine learning

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

A course in reinforcement learning in the wild

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

A curated list of awesome self-supervised methods

Puffing up reinforcement learning

Solve Visual Understanding with Reinforced VLMs

Democratizing Reinforcement Learning for LLMs

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

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

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.

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

Repo for the Deep Reinforcement Learning Nanodegree program

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

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

This repo contains the Hugging Face Deep Reinforcement Learning Course.

🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）

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

RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI

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

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

A curated list of reinforcement learning with human feedback resources (continually updated)

Massively Parallel Deep Reinforcement Learning. 🔥

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