mwg's repositories
ns3-gym-multiagent
ns3-gym for multi-agent
-HFSS-API-for-vortex-metasurface-generation
a simple MATLAB HFSS API for vortex metasurface generation
AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
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
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4
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
Autoware - the world's leading open-source software project for autonomous driving
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
C
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
Deep-Learning-with-TensorFlow-book
深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
deeprl_network
multi-agent deep reinforcement learning for networked system control.
ElegantRL
Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥
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
hfss-api
A HFSS API to control HFSS from Matlab
LearningMasteringAlgorithms-C
Mastering Algorithms with C 《算法精解：C语言描述》源码及Xcode工程、Linux工程
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
malib
A parallel framework for population-based multi-agent reinforcement learning.
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
MATLAB-HFSS-API_by_Jianhui
M-function used to control HFSS by MATLAB
PaLM-pytorch
Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
StarCraft
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
tianshou
An elegant PyTorch deep reinforcement learning library.
WizardLM
Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder and WizardMath
workflow
C++ Parallel Computing and Asynchronous Networking Framework