reinforcement-learning GitHub repositories

sgl-project/sglang

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

★ 38.3K+72 todayPython

llm deepseek

rasbt/reasoning-from-scratch

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

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

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

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

Human-Agent-Society/reef

Infrastructure for continually self‑improving agents

★ 7.8K+14 todayPython

llm ai-agents

patrick-llgc/Learning-Deep-Learning

Paper reading notes on Deep Learning and Machine Learning

★ 1.3K+14 todayJupyter Notebook

microsoft/agent-lightning

The absolute trainer to light up AI agents.

★ 18.8K+13 todayPython

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++

Developer-Y/cs-video-courses

List of Computer Science courses with video lectures.

★ 83.8K+10 todayUnknown

llm reinforcement-learning

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

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

areal-project/AReaL

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

★ 5.9K+7 todayPython

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

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

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

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

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.

NVIDIA-NeMo/Gym

Evaluate and improve models and agents using environments

★ 1.3K+4 todayPython

llm agents

adithya-s-k/FineEnvs

FineEnvs — RL Environments 101: building and scaling RL environments in the age of LLMs

★ 536+4 todayPython

llm agents

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

xlang-ai/OSWorld

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

★ 3.2K+2 todayPython

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

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

InternLM/xtuner

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

★ 5.2K+2 todayPython

Stable-Baselines-Team/stable-baselines3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

★ 743+2 todayPython

machine-learning openai

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#

machine-learning coding-agent

rllm-org/rllm

Democratizing Reinforcement Learning for LLMs

★ 5.9K+1 todayPython

lazyprogrammer/machine_learning_examples

A collection of machine learning examples and tutorials.

★ 8.9K+1 todayPython

facebookresearch/meta-agents-research-environments

Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike static benchmarks, this platform introduces evolving environments where agents must adapt their strategies as new information becomes available, mirroring real-world challenges.

★ 575+1 todayPython

llm ai

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

girafe-ai/ml-course

Open Machine Learning course

★ 3.6K+1 todayJupyter Notebook

machine-learning python

google-deepmind/dm_control

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

★ 4.7K+1 todayPython

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

Implementation of papers in 100 lines of code.

awesome-mlss/awesome-mlss

🤖 Machine Learning Summer School Guide

★ 3.0K+1 todayHTML

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

pytorch/rl

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

★ 3.6K+0 todayPython

ai machine-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

machine-learning reinforcement-learning

wandb/wandb

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

whitecircle/halo

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

Farama-Foundation/Stable-Retro

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

★ 1.1K+0 todayC++

JudgmentLabs/judgeval

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

★ 1.1K+0 todayPython

llm agents

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++