reinforcement-learning GitHub repositories

unslothai/unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.

★ 78.6K+40 todayPython

llm ai

rohitg00/ai-engineering-from-scratch

Learn AI Engineering! Learn it. Build it. Ship it for others.

labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

★ 67.6K+6 todayPython

bojieli/ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

★ 56.2K+226 todayPython

llm mcp

ray-project/ray

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

sgl-project/sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

★ 38.3K+72 todayPython

llm deepseek

stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

★ 21.6K+47 todayJupyter Notebook

AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

★ 21.5K+5 todayJupyter Notebook

machine-learning pytorch

Unity-Technologies/ml-agents

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.

★ 19.8K+1 todayC#

microsoft/agent-lightning

The absolute trainer to light up AI agents.

★ 18.8K+13 todayPython

datawhalechina/leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

★ 16.8K+4 todayJupyter Notebook

DLR-RM/stable-baselines3

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

★ 13.9K+2 todayPython

machine-learning openai

wandb/wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

aws/amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

★ 11.0K+1 todayJupyter Notebook

oumi-ai/oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

★ 9.4K+2 todayPython

llm agentic-ai

lazyprogrammer/machine_learning_examples

A collection of machine learning examples and tutorials.

★ 8.9K+1 todayPython

machine-learning reinforcement-learning

VowpalWabbit/vowpal_wabbit

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.

★ 8.7K+0 todayC++

flyteorg/flyte

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

★ 7.8K+9 todayGo

machine-learning python

Human-Agent-Society/reef

Infrastructure for continually self‑improving agents

★ 7.8K+14 todayPython

llm ai-agents

llm reinforcement-learning

kvcache-ai/Mooncake

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

★ 6.9K+12 todayC++

machine-learning coding-agent

rllm-org/rllm

Democratizing Reinforcement Learning for LLMs

★ 5.9K+1 todayPython

areal-project/AReaL

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

★ 5.9K+7 todayPython

rasbt/reasoning-from-scratch

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

InternLM/xtuner

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

★ 5.2K+2 todayPython

walkinglabs/hands-on-modern-rl

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

★ 4.8K+14 todayJupyter Notebook

google-deepmind/dm_control

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

★ 4.7K+1 todayPython

agents reinforcement-learning

google-deepmind/acme

A library of reinforcement learning components and agents

★ 4.1K+0 todayPython

polyaxon/polyaxon

AI Infra / AI Orchestration / AI Control Plane

enactic/openarm

A fully open-source humanoid arm for physical AI research and deployment in contact-rich environments.

★ 3.6K+5 todayMDX

machine-learning python

pytorch/rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

★ 3.6K+0 todayPython

ai machine-learning

girafe-ai/ml-course

Open Machine Learning course

★ 3.6K+1 todayJupyter Notebook

machine-learning python

xlang-ai/OSWorld

[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

★ 3.2K+2 todayPython

awesome-mlss/awesome-mlss

🤖 Machine Learning Summer School Guide

★ 3.0K+1 todayHTML

MaximeVandegar/Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

meta-pytorch/tnt

A lightweight library for PyTorch training tools and utilities

★ 1.7K+0 todayPython

BindsNET/bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

★ 1.7K+0 todayPython

machine-learning pytorch

NVIDIA-NeMo/Gym

Evaluate and improve models and agents using environments

★ 1.3K+4 todayPython

llm agents

fancyboi999/ai-engineering-from-scratch-zh

Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 542 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南

patrick-llgc/Learning-Deep-Learning

Paper reading notes on Deep Learning and Machine Learning

★ 1.3K+14 todayJupyter Notebook

machine-learning reinforcement-learning

Farama-Foundation/Stable-Retro

A fork of gym-retro with additional games, emulators and supported platforms

★ 1.1K+0 todayC++

Toni-SM/skrl

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

★ 1.1K+0 todayPython

JudgmentLabs/judgeval

The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.

★ 1.1K+0 todayPython

llm agents

AgileRL/AgileRL

The complete post-training stack for LLMs, plus RL for any problem. SFT, DPO and multi-turn agentic RL, with evolutionary hyperparameter optimization built in.

d0r1h/ML-University

Machine Learning Open Source University

★ 955+0 todayUnknown

chrisliu298/awesome-on-policy-distillation

A curated collection of papers, technical reports, frameworks, and tools for on-policy distillation (OPD) of large language models

★ 898+0 todayUnknown

llm awesome-list

MolecularAI/REINVENT4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

★ 886+2 todayPython

ai deep-learning

Purewhiter/mobilegym

[EMNLP 2026] MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research · 浏览器里运行的安卓模拟器 · Browser-hosted Android Simulator · Verifiable Evaluation · Scalable Online RL Training

★ 839+0 todayPython

llm ai

llm reinforcement-learning

whitecircle/halo

Halo is an open-source framework built by White Circle for training large language and multimodal models

huggingface/Repo2RLEnv

Turn any repository into verifiable RL environments for coding agents - Harbor tasks you can train on, evaluate and share on the Hugging Face Hub

★ 753+10 todayPython