zhuanghb3's starred repositories
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
CPlusPlusThings
C++那些事
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
Data-Science-Notes
数据科学的笔记以及资料搜集
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
algorithms
Algorithms & Data structures in C++.
HighwayEnv
A minimalist environment for decision-making in autonomous driving
awesome-reinforcement-learning-zh
中文整理的强化学习资料（Reinforcement Learning）
MARL-Algorithms
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
Data-Structure-And-Algorithm
Data Structure And Algorithm（常用数据结构与算法C/C++实现）
pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Modeling-and-Simulation-of-MATLAB-Simulink-Communication-System
详解MATLAB Simulink通信系统建模与仿真 刘学勇编著 源码
reinforcement_learning_financial_trading
MATLAB example on how to use Reinforcement Learning for developing a financial trading model
Reinforcement-learning-Algorithms-and-Dynamic-Programming
Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied to stabilize an inverted pendulum system and achieve optimal control. So essentially, the concept of Reinforcement Learning Controllers has been established. The Reinforcement Learning Controllers have been compared on the basis of performance and efficiency and they are separately compared with the classical Linear Quadratic Regulator Controller. Each of the RL controller have been integrated with a Swing up controller. A virtual switch toggles between the Swing up controller and the RL controller automatically, based on the value of the angular deviation theta with respect to the vertical plane. My research paper and my undergraduate thesis have been uploaded for reference. All the codes have also been uploaded.
reinforcement-learning
Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.
Reinforcement-Learning-An-introduction
solutions to the examples and exercises
Multi_Agent_Soft_Actor_Critic
A Pytorch Implementation of Multi Agent Soft Actor Critic
multiagent-sac
Implementation of centralized training, centralized execution of Soft Actor-Critic (SAC) on a Tennis multiagent Unity environment.
Paper-List-of-MARL
A new paper list for multi-agent reinforcement learning (actively maintained)
DRL-baseline
Re-produce DQN, REINFORCE, REINFORCE with baseline, one-step AC, QAC, QAC with shared network, PPO2, DDPG, TD3, SAC, SAC discrete，A2C，A3C
MultiAgentLearning
多智能体学习库
Robot-Cluster-Control
Cluster robot with Matlab
Advanced-Soft-Actor-Critic
Soft Actor-Critic with advanced features
RVSS2019-WS
Repo for the workshop part of the Australian Centre for Robotic Vision Summer School RVSS2019