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
Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym
A Japanese (Riichi) Mahjong AI Framework
Build environment and train a robot arm from scratch (Reinforcement Learning)
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
The official repo of One RL to See Them All: Visual Triple Unified Reinforcement Learning
LightRFT: Light, Efficient, Omni-modal & Reward-model Driven Reinforcement Fine-Tuning Framework
An open source framework for research in Embodied-AI from AI2.
Unsupervised video summarization with deep reinforcement learning (AAAI'18)
High Fidelity Simulator for Reinforcement Learning and Robotics Research.
A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.
Gibson Environments: Real-World Perception for Embodied Agents
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
24,535 repositories in the index in total.
