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
663 results
Mastering Diverse Domains through World Models
Turns your phone or VR headset into a robot arm teleoperation device by leveraging WebXR
Agentic RAG R1 Framework via Reinforcement Learning
Reinforcement Learning with Model Predictive Control
Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics
Online Goal-Conditioned Reinforcement Learning in JAX. ICLR 2025 Spotlight.
Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning
A curated list of visual reinforcement learning resources
A library of reinforcement learning components and agents
Rocket-recycling with Reinforcement Learning
Official repository for DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
Tensorforce: a TensorFlow library for applied reinforcement learning
Tactics2D: A Reinforcement Learning Environment Library with Generative Scenarios for Driving Decision-making
A collection of reinforcement learning environments for simple web interaction tasks
Modular reinforcement learning framework for algorithmic trading
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
[ICLR-2025] POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF / MAPF settings.
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
The Fastest Deep Reinforcement Learning Library
Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine
A Gym-like environment for Reinforcement Learning in Rocket League
[ECCV 2026] Official code of “MindDrive: A Vision-Language-Action Model for Autonomous Driving via Online Reinforcement Learning”
State of Health (SoH) and Remaining Useful Life (RUL) prediction for Li-ion batteries based on Physics-Informed Neural Networks (PINN).
24,535 repositories in the index in total.
