YunWenPro

YunWenPro's Stars

• luwin1127/direct-method-for-optimal-control

  4 direct numerical methods of solving optimal control.

  Language:MATLAB4711

• idrl-lab/PINNpapers

  Must-read Papers on Physics-Informed Neural Networks.

  Language:Python847149

• Lizhi-sjtu/DRL-code-pytorch

  Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

  Language:Python1k171

• motion-planning/rrt-algorithms

  n-dimensional RRT, RRT* (RRT-Star)

  Language:Python601172

• itsTAMART/UAV-RL-environment

  A simple and fast 2D RL environment with obstacles to learn navigation.

  Language:Python185

• tinyzqh/light_mappo

  Lightweight version of MAPPO to help you quickly migrate to your local environment.

  Language:Python46879

• MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning

  This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

  Language:MATLAB3.4k466

• XinJingHao/PPO-Continuous-Pytorch

  A clean and robust Pytorch implementation of PPO on continuous action space.

  Language:Python11516

• geatpy-dev/geatpy

  Evolutionary algorithm toolbox and framework with high performance for Python

  Language:Python2k727

• pemami4911/neural-combinatorial-rl-pytorch

  PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

  Language:Python549141

• gwding/draw_convnet

  Language:Python2.6k513

• y8107928/Q-Learning-sensor-target

  Language:Python32

• AI4Finance-Foundation/ElegantRL

  Massively Parallel Deep Reinforcement Learning. 🔥

  Language:Python3.6k833

• philtabor/Multi-Agent-Deep-Deterministic-Policy-Gradients

  A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

  Language:Python29071

• t-wu16/RLPath

  Reinfocement Learning Path Planning

  Language:Python3

• openai/multiagent-particle-envs

  Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

  Language:Python2.3k785

• jakeelkins/rl-attitude-control

  code I used for my RL-based spacecraft attitude control research project.

  Language:Jupyter Notebook93

• ericstoneking/42

  Simulation for spacecraft attitude control system analysis and design

  Language:C24781

• kellenf/TSP_collection

  TSP算法全复现：遗传(GA)、粒子群(PSO)、模拟退火(SA)、禁忌搜索(ST)、蚁群算法(ACO)、自自组织神经网络(SOM)

  Language:Python707182

• guofei9987/scikit-opt

  Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

  Language:Python5.2k985

• lfsimoes/beam_paco__gtoc5

  Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO

  Language:Jupyter Notebook317

• goncharom/SpaceXRocket

  Neural Network learns to land a rocket using Pytorch, Unity's MLAgents and PPO.

  Language:Python356

• jiayi-ma/FusionGAN

  FusionGAN: A generative adversarial network for infrared and visible image fusion

  Language:Python23557

• Bigpig4396/Multi-Agent-Reinforcement-Learning-Environment

  Hello, I pushed some python environments for Multi Agent Reinforcement Learning.

  Language:Python666124

• sisl/MADRL

  Repo containing code for multi-agent deep reinforcement learning (MADRL).

  Language:Python653122

• xuehy/pytorch-maddpg

  A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

  Language:Python606122

• zhoubolei/introRL

  Intro to Reinforcement Learning (强化学习纲要）

  3.2k483

• bobzwik/Quadcopter_SimCon

  Quadcopter Simulation and Control. Dynamics generated with PyDy.

  Language:Python19454

• RocketPy-Team/RocketPy

  Next generation High-Power Rocketry 6-DOF Trajectory Simulation

  Language:Python609144

• halfrost/LeetCode-Go

  ✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

  Language:Go32.7k5.7k