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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 253 public repositories matching this topic...

janhuenermann / neurojs

A JavaScript deep learning and reinforcement learning library.

javascript machine-learning reinforcement-learning deep-learning neural-network self-driving-car

Updated Oct 10, 2023
JavaScript

SarvagyaVaish / FlappyBirdRL

Flappy Bird hack using Reinforcement Learning

machine-learning reinforcement-learning flappy-bird

Updated Nov 15, 2017
JavaScript

leehanchung / awesome-full-stack-machine-learning-courses

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

computer-science machine-learning deep-neural-networks reinforcement-learning deep-learning berkeley stanford udemy caltech berkeley-reinforcement-learning columbia-university berkeley-ai edx-columbiax

Updated Jun 22, 2026
JavaScript

TomaszRewak / ML-games

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

game machine-learning reinforcement-learning neural-network game-engine genetic-algorithm machine-learning-games

Updated Nov 14, 2019
JavaScript

aslanides / aixijs

AIXIjs - General Reinforcement Learning in the Browser

javascript demo reinforcement-learning machine-learning-algorithms artificial-general-intelligence

Updated Jul 19, 2020
JavaScript

DVampire / FinWorld

FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment

agent machine-learning framework reinforcement-learning deep-learning fintech llm

Updated Oct 7, 2025
JavaScript

lucylow / Deep-Learning-Mahjong---

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states https://github.com/lucylow/MahjongArenaMobileAppDesign

Updated Aug 24, 2022
JavaScript

pschydlo / RLenv.directory

Explore and find reinforcement learning environments in a list of 150+ open source environments.

environment reinforcement-learning deep-reinforcement-learning gym rl env

Updated Jan 13, 2023
JavaScript

Bhavik-Jikadara / ai-ml-roadmap

Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2025! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.

machine-learning natural-language-processing roadmap tools reinforcement-learning computer-vision deep-learning deployment libraries tensorflow scikit-learn keras mathematics pytorch artificial-intelligence mlops fundamentals-of-programming production-code

Updated Feb 13, 2026
JavaScript

lsunsi / markovjs

Reinforcement Learning in JavaScript

javascript machine-learning reinforcement-learning markov-decision-processes

Updated Dec 3, 2016
JavaScript

xlang-ai / CUA-Gym-Hub

CUA-Gym-Hub: mock web apps as reproducible RL training environments for computer-use agents

react agent reinforcement-learning browser-automation training-data vite llm computer-use-agent rlvr mock-web-app

Updated Aug 23, 2026
JavaScript

italohdc / LearnSnake

🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)

reinforcement-learning q-learning artificial-intelligence snake-game markov-decision-processes

Updated May 2, 2019
JavaScript

jinglescode / demos

Some JavaScript works published as demos, mostly ML or DS

nodejs javascript machine-learning natural-language-processing reinforcement-learning tensorflowjs

Updated Dec 2, 2020
JavaScript

yz-ai.github.io

yz-ai / yz-ai.github.io

Derin Öğrenme, Bilgisayarlı Görü, Doğal Dil İşleme ve Pekiştirmeli Öğrenme alanlarındaki uygulama, akademik yayınlar, eğitici kaynaklar ve blog yazılarını bulacağınız yapay öğrenme platformu.

machine-learning reinforcement-learning deep-learning artificial-intelligence yapay-ogrenme

Updated Jun 23, 2026
JavaScript

rolyatmax / tictactoe

Tic Tac Toe Machine Learning

javascript machine-learning reinforcement-learning tic-tac-toe learning-algorithm tictactoe

Updated Dec 31, 2022
JavaScript

deep_traffic

gsurma / deep_traffic

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.

javascript machine-learning reinforcement-learning q-learning traffic artificial-intelligence dqn hyperparameter-optimization deep-traffic

Updated Jul 9, 2021
JavaScript

HumphreySun98 / Smart-Study-Agent

The AI study agent that learns how you learn — RL picks the action, FSRS picks the timing, the LLM only writes the quizzes. Chrome extension · Anki export · MCP server · runs on Ollama

Updated Aug 16, 2026
JavaScript

bobiblazeski / js-gym

Reinforcement learning in JavaScript & Node.js

nodejs javascript reinforcement-learning deep-deterministic-policy-gradient tensorflowjs tensorflow-js augmented-random-search

Updated Apr 19, 2019
JavaScript

vexilligera / strokenet

a neural network that draws digits using strokes

nodejs reinforcement-learning deep-learning pytorch

Updated Dec 6, 2022
JavaScript

imskr / Flappy-Bird-AI

Artificial Intelligence based Flappy Bird Game

javascript machine-learning reinforcement-learning neural-network genetic-algorithm artificial-intelligence javascript-game flappy-bird-game flappy-bird-clone flappy-bird-agent

Updated Mar 24, 2019
JavaScript

Followers: 701 followers
Website: github.com/topics/reinforcement-learning
Wikipedia: Wikipedia