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Topic · reinforcement-learning

reinforcement-learning

Tracked open-source repos tagged reinforcement-learning, sorted by stars.

305 repos
  • Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

    2,032+0Star change over the last 7 days
  • AgentFlow@lupantech

    AgentFlow: In-the-Flow Agentic System Optimization

    2,025+4Star change over the last 7 days
  • Advanced Deep Learning with Keras, published by Packt

    2,023+0Star change over the last 7 days
  • Nemotron@NVIDIA-NeMo

    Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

    2,015+18Star change over the last 7 days
  • 🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

    1,975+9Star change over the last 7 days
  • PhySO@WassimTenachi

    Physical Symbolic Optimization

    1,972+1Star change over the last 7 days
  • all-rl-algorithms@FareedKhan-dev

    Implementation of all RL algorithms in a simpler way

    1,929+7Star change over the last 7 days
  • TradingGym@Yvictor

    Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

    1,915+2Star change over the last 7 days
  • RoboVerse@RoboVerseOrg

    RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning

    1,851+11Star change over the last 7 days
  • awesome-AI-books@zslucky

    Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

    1,799+2Star change over the last 7 days
  • snake@chynl

    Playing the game of snake with AI.

    1,789+1Star change over the last 7 days
  • tnt@meta-pytorch

    A lightweight library for PyTorch training tools and utilities

    1,722+0Star change over the last 7 days
  • agibot_x1_train@AgibotTech

    The reinforcement learning training code for AgiBot X1.

    1,698-1Star change over the last 7 days
  • bindsnet@BindsNET

    Simulation of spiking neural networks (SNNs) using PyTorch.

    1,695+0Star change over the last 7 days
  • deep-neuroevolution@uber-research

    Deep Neuroevolution

    1,666-1Star change over the last 7 days
  • LightZero@opendilab

    [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

    1,642+4Star change over the last 7 days
  • safe-rlhf@PKU-Alignment

    Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

    1,613+1Star change over the last 7 days
  • NavRL@Zhefan-Xu

    [IEEE RA-L'25] NavRL: Learning Safe Flight in Dynamic Environments (NVIDIA Isaac/Python/ROS1/ROS2)

    1,599+7Star change over the last 7 days
  • godot_rl_agents@edbeeching

    An Open Source package that allows video game creators, AI researchers and hobbyists the opportunity to learn complex behaviors for their Non Player Characters or agents

    1,578+1Star change over the last 7 days
  • hands-on-rl@Paulescu

    Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

    1,570+0Star change over the last 7 days
  • AgentEvolver@modelscope

    AgentEvolver: Towards Efficient Self-Evolving Agent System

    1,552+3Star change over the last 7 days
  • Mortal@Equim-chan

    🚀🀄️ A fast and strong AI for riichi mahjong, powered by Rust and deep reinforcement learning.

    1,539+8Star change over the last 7 days
  • ai_all_resources@nivu

    A curated list of Best Artificial Intelligence Resources

    1,522+2Star change over the last 7 days
  • envpool@sail-sg

    C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

    1,513+2Star change over the last 7 days
  • awesome-deep-rl@tigerneil

    For deep RL and the future of AI.

    1,513+0Star change over the last 7 days
  • reasoning-gym@open-thought

    [NeurIPS 2025 Spotlight] Reasoning Environments for Reinforcement Learning with Verifiable Rewards

    1,500+3Star change over the last 7 days
  • A curated list of awesome links and software libraries that are useful for robots.

    1,483+3Star change over the last 7 days
  • tensor-house@ikatsov

    A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

    1,453+1Star change over the last 7 days
  • TextWorld@microsoft

    ​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

    1,442+1Star change over the last 7 days
  • walk-these-ways@Improbable-AI

    Sim-to-real RL training and deployment tools for the Unitree Go1 robot.

    1,440+0Star change over the last 7 days
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