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mwg's Projects

agents icon agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

airsim icon airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

algorithm icon algorithm

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

alpha-zero-general icon alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

artemis icon artemis

ARTEMIS (Adaptive mesh Refinement Time-domain ElectrodynaMIcs Solver) couples the Maxwell's equations implementation in WarpX with classical equations that describe quantum material behavior (such as, LLG equation for micromagnetics and London equation for superconducting materials) for quantifying the performance of next-generation microelectronics.

autoware icon autoware

Autoware - the world's leading open-source software project for autonomous driving

bsuite icon bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

c icon c

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

deeplearning icon deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl-1 icon deeprl-1

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl_network icon deeprl_network

multi-agent deep reinforcement learning for networked system control.

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

elegantrl icon elegantrl

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

flash-linux0.11-talk icon flash-linux0.11-talk

你管这破玩意叫操作系统源码 — 像小说一样品读 Linux 0.11 核心代码

linux-0.12 icon linux-0.12

赵炯老师《linux-0.12 内核完全剖析》读书笔记及linux-0.12注释源码

maac icon maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

machine_learning icon machine_learning

Machine Learning and Deep Learning with Python, scikit-learning and Tensorflow

maddpg icon maddpg

Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".

malib icon malib

A parallel framework for population-based multi-agent reinforcement learning.

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

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