Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
RL algorithms, environments, simulators and decision-making systems.
Signals: reinforcement-learning, deep-reinforcement-learning, rl, gymnasium, openai-gym, multi-agent-reinforcement-learning, imitation-learning
664 results
[NeurIPS 2025 Spotlight] LLM post-training suite — featuring ReasonFlux, ReasonFlux-PRM, and ReasonFlux-Coder.
Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"
RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory
A curated collection of papers, technical reports, frameworks, and tools for on-policy distillation (OPD) of large language models
Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:
A sandbox game/simulator that demonstrates machine learning with evolutionary algorithms.
Notebooks from the Machine Learning Specialization
A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.
Program learning to play Flappy Bird by machine learning (Neuroevolution)
Use deep learning, genetic programming and other methods to predict stock and market movements
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
Deep Pink is a chess AI that learns to play chess using deep learning.
深度学习、强化学习、模仿学习与机器人
No description
Phase-Functioned Neural Networks for Character Control
Lagrangian Neural Networks
Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its evolution, and develop artificial brains for brain-inspired conscious living AI in future Human-AI symbiotic Society.
24,544 repositories in the index in total.
