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
653 results
Train a Neural Network to play Snake using a Genetic Algorithm
Evolving a neural network with a genetic algorithm.
DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).
羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).
[ICLR 2026] On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification.
DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.
[ICML 2026] Official resources of "Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning".
Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"
Code for the paper "Training Diffusion Models with Reinforcement Learning"
A curated list of visual reinforcement learning resources
This is a repository for reinforcement learning implementation for Unitree robots, based on Mujoco.
Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow
A parallel framework for population-based multi-agent reinforcement learning.
Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)
NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark
Reinforcement Learning example in C, playing tic tac toe
Framework for Multi-Agent Deep Reinforcement Learning in Poker
PyTorch Agent Net: reinforcement learning toolkit for pytorch
Learning to trade under the reinforcement learning framework
24,523 repositories in the index in total.
