jiaoalvin Goto Github PK

1by1ea

A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy (IEEE Trans. on Cybernetics)

2020_topologygan

TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain

3d_path_planning

AI project for 3D Path Planning. Other details and running instructions can be found on the Readme.md file

aaai2021-vdfp

Source code and raw data of learning curves for AAAI 2021 paper - 《Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction》

algorithm-recommendation

A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks

attack-defense-sim-platform

attack-defense-sim-platform for 2019's Game.

autocnn

This project is the implementation of the "Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification" paper

autoevo

AutoEvo: Automated Evolution of Robust Evolutionary Algorithms

averageddqn-implementation-using-pytorch

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome-nas-papers

Awesome Neural Architecture Search Papers

awesome-rl

A curated list of RL resources

awesome-starcraftai

A curated list of resources dedicated to StarCraft AI.

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

batch_rl-1

book-mathmatical-foundation-of-reinforcement-learning

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

bsac

Bayesian Soft Actor Critic

c-coma

Continual Multi-agent Reinforcement Learning in Dynamic Environments

cec2016

chapter13-learning-to-run

Chapter 13 Learning to Run in book Deep Reinforcement Learning: code example of solving NIPS 2017: Learning to Run challenge with paralleled Soft Actor-Critic (SAC) algorithm.

chapter14-robust-image-enhancement

Chapter 14 Robust Image Enhancement in book Deep Reinforcement Learning

chapter16-robot-learning-in-simulation

Chapter 16 Robot Learning in Simulation in book Deep Reinforcement Learning: example of Sawyer robot learning to reach the target with paralleled Soft Actor-Critic (SAC) algorithm, using PyRep for Sawyer robot simulation and game building. The environment is wrapped into OpenAI Gym format.

chapter4-dqn

DQN examples codes in chapter 4

chinese-std-gb-t-7714-related-csl

GB/T 7714相关的csl以及Zotero使用技巧及教程。

ckgsa

Matlab Code for Chaotic Kbest Gravitational Search Algorithm (CKGSA)

codes

Codes for some of my co-authored journal/conference papers

codes-zzu

Journal Paper Codes

commandcenter

Starcraft AI Bot

computerstudent

计算机专业系统性学习资料（python,c,c++,计算机组成，计算机网络，编译原理，电路，谷歌插件，爬虫）

cpdea

Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multi-Modal Multi-Objective Optimization (IEEE Transactions on Evolutionary Computation)