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
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.
Unleashing the Power of Reinforcement Learning for Math and Code Reasoners
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
A Python toolkit used to train reinforcement learning algorithms against arcade games
A curated list of resources dedicated to reinforcement learning applied to cyber security.
Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
Simple and easily configurable 3D FPS-game-like environments for reinforcement learning
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
A PyTorch library for building deep reinforcement learning agents.
Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.
Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind
This is a repository for reinforcement learning implementation for Unitree robots, based on IsaacLab.
[NeurIPS'26] SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
A curated list of awesome Deep Reinforcement Learning resources.
24,544 repositories in the index in total.
