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Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Python 1,245 264 Updated Aug 26, 2022

Repository for Open Source Reinforcement Learning Framework JORLDY

Python 358 49 Updated Feb 14, 2023

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python 32,731 5,544 Updated Aug 22, 2024

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

Python 2,516 402 Updated Aug 12, 2024

Quantum Multi-agent Reinforcement Learning (QMARL)

Python 26 9 Updated May 8, 2022

Tensorflow 2.0 Reinforcement Learning

Python 7 11 Updated Jun 25, 2020

An educational resource to help anyone learn deep reinforcement learning.

Python 9,904 2,192 Updated Aug 5, 2024

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement …

C# 16,795 4,113 Updated Aug 18, 2024

Collection of reinforcement learning algorithms

Python 2,434 550 Updated Jun 17, 2024
Jupyter Notebook 7 5 Updated Jan 5, 2022

road-map & paper review for Reinforcement Learning

38 6 Updated May 30, 2021

텐서플로우2로 구현한 트랜스포머 챗봇 구현체 (TensorFlow implementation of 'Attention Is All You Need')

Jupyter Notebook 29 16 Updated Feb 23, 2022

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Python 2,823 456 Updated Apr 22, 2023

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

Jupyter Notebook 208 249 Updated Oct 18, 2020

SMAC: The StarCraft Multi-Agent Challenge

Python 1,060 227 Updated Feb 18, 2024

Repo for the multi-agent PressurePlate environment

Python 11 6 Updated Feb 4, 2022

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

Python 520 106 Updated Nov 11, 2017

Python Multi-Agent Reinforcement Learning framework

Python 1,808 380 Updated Dec 8, 2022

StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX

Python 63 18 Updated Jul 23, 2021