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
This code is written for the blogs
[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"
書籍「つくりながら学ぶ！深層強化学習」のサポートリポジトリです
Julia code for the book Reinforcement Learning An Introduction
Using reinforcement learning to teach a car to avoid obstacles.
Reinforcement learning tutorials
Reinforcement Learning examples implementation and explanation
[파이썬과 케라스로 배우는 강화학습] 예제
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Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as published at https://www.nature.com/articles/s41586-018-0102-6
A set of high-dimensional continuous control environments for use with Unity ML-Agents Toolkit.
This is a simple implementation of DeepMind's PySC2 RL agents.
ALMA (Automated meta-Learning of Memory designs for Agentic systems) is a framework that meta-learns memory designs to replace human-engineered designs for agentic system.
Standardized environment infrastructure for Agentic AI development.
A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.
Easily train AlphaZero-like agents on any environment you want!
MineStudio: A Streamlined Package for Minecraft AI Agent Development
Agent Learning Framework https://alf.readthedocs.io
[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".
This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).
Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.
[NeurIPS 2024] SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction
SIMPL: A Simple and Efficient Multi-agent Motion Prediction Baseline for Autonomous Driving
24,537 repositories in the index in total.
