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Reinforcement learning

Reinforcement learning is a machine learning paradigm focused on sequential decision-making, in which an autonomous agent learns optimal behavior by interacting with a dynamic environment to maximize cumulative reward signals.

Here are 16,588 public repositories matching this topic...

Developer-Y / cs-video-courses

List of Computer Science courses with video lectures.

computer-science security machine-learning bioinformatics web-development reinforcement-learning computer-vision deep-learning algorithms robotics computational-biology databases embedded-systems systems computational-physics quantum-computing computer-architecture database-systems

Updated Mar 27, 2026

annotated_deep_learning_paper_implementations

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, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers

Updated Jan 22, 2026
Python

unslothai / unsloth

Unsloth Studio is a web UI for training and running open models like Qwen, DeepSeek, gpt-oss and Gemma locally.

agent text-to-speech ui reinforcement-learning self-hosted tts openai llama gemma mistral fine-tuning llm llms qwen deepseek unsloth llama3 gemma3 gpt-oss

Updated Apr 2, 2026
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.

Updated Apr 2, 2026
Python

applied-ml

eugeneyan / applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

search data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning production data-engineering data-discovery recsys data-quality applied-data-science applied-machine-learning

Updated Jul 18, 2024

d2l-ai / d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax

Updated Aug 18, 2024
Python

sgl-project / sglang

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

reinforcement-learning cuda inference transformer moe attention llama glm minimax wan diffusion vlm blackwell llm qwen deepseek gpt-oss qwen-image

Updated Apr 2, 2026
Python

ml-agents

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.

machine-learning reinforcement-learning deep-learning unity unity3d deep-reinforcement-learning neural-networks

Updated Feb 25, 2026
C#

AI4Finance-Foundation / FinGPT

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

nlp finance machine-learning reinforcement-learning sentiment-analysis pytorch fintech technical-analysis robo-advisor large-language-models prompt-engineering chatgpt fingpt

Updated Mar 21, 2026
Jupyter Notebook

tensorflow / tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

machine-learning reinforcement-learning deep-learning machine-translation tpu

Updated Jun 2, 2023
Python

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

machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial

Updated Nov 23, 2025
Jupyter Notebook

microsoft / agent-lightning

The absolute trainer to light up AI agents.

agent reinforcement-learning mlops llm agentic-ai

Updated Feb 28, 2026
Python

ddbourgin / numpy-ml

Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

Updated Oct 29, 2023
Python

MathFoundationRL / Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

reinforcement-learning book tutorials artificial-intelligence courses

Updated Mar 26, 2026
MATLAB

ShangtongZhang / reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning artificial-intelligence

Updated Aug 9, 2024
Python

bulletphysics / bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

simulator reinforcement-learning robotics computer-animation simulation kinematics game-development virtual-reality pybullet

Updated Oct 22, 2025
C++

datawhalechina / easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl

Updated Dec 30, 2025
Jupyter Notebook

owainlewis / awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

machine-learning reinforcement-learning ai deep-learning neural-network statistical-learning artificial-intelligence unsupervised-learning intelligent-systems machine-intelligence intelligent-machines

Updated Aug 12, 2025

stable-baselines3

DLR-RM / stable-baselines3

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

python machine-learning reinforcement-learning robotics pytorch toolbox openai gym reinforcement-learning-algorithms sde baselines stable-baselines sb3 gsde

Updated Apr 1, 2026
Python

kmario23 / deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Updated Oct 19, 2024
HTML

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Website: github.com/topics/reinforcement-learning
Wikipedia: Wikipedia