Pinned Repositories
1by1EA
A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy (IEEE Trans. on Cybernetics)
AutoEvo
AutoEvo: Automated Evolution of Robust Evolutionary Algorithms
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
Codes-zzu
Journal Paper Codes
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
mission_planning
Mission Planning & Task Allocation - Team A for UAV Swarm Project for BAE Systems UAV Swarm Challenge
rnn-nas
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks
RNN-RL
Experiments with reinforcement learning and recurrent neural networks
Starcraft-Community-Resources
A list of starcraft sites and communites
StarData
Starcraft AI Research Dataset
JiaoAlvin's Repositories
JiaoAlvin/rnn-nas
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks
JiaoAlvin/Codes-zzu
Journal Paper Codes
JiaoAlvin/Awesome-RL
A curated list of RL resources
JiaoAlvin/Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
JiaoAlvin/bsac
Bayesian Soft Actor Critic
JiaoAlvin/Chapter4-DQN
DQN examples codes in chapter 4
JiaoAlvin/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)
JiaoAlvin/deap
Distributed Evolutionary Algorithms in Python
JiaoAlvin/deep-reinforcement-learning-book.github.io
Click Me -->
JiaoAlvin/Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
JiaoAlvin/DOP
Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)
JiaoAlvin/DRLib
DRLib:A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.
JiaoAlvin/evolutionary-reinforcement-neural-network-autonomous-car
A self driving vehicle based on evolutionary algorithm and reinforcement learning
JiaoAlvin/Explorer
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
JiaoAlvin/FINDER
FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)
JiaoAlvin/interview
JiaoAlvin/LCGSA-for-MLP-Training
A modified version of the Gravitational Search Algorithm (GSA) based on levy flight and chaos theory namely LCGSA has been used to train Multilayer Perceptron (MLP) neural network for feature classification and function approximation.
JiaoAlvin/leetcode-all-solutions
My own leetcode solutions by python
JiaoAlvin/MARL_Agent_and_ENV
IQL, QMIX, VDN, COMA, QTRAN (QTRAN-Base and QTRAN-Alt), MAVEN, CommNet, DYMA-Cl, G2ANet, and MADDPG
JiaoAlvin/MERL-LB
JiaoAlvin/networkx_example_code
NetworkX programming practice basic course source code
JiaoAlvin/python-sc2-1
A StarCraft II bot api client library for Python 3
JiaoAlvin/RACE
(ICML 2023) The official code for RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution
JiaoAlvin/RL-for-active-mapping
[ICRA'23] Learning Continuous Control Policies for Information-Theoretic Active Perception
JiaoAlvin/SMIX
Code for "SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning" AAAI 2020
JiaoAlvin/TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
JiaoAlvin/unicycle_adaptive_headway_control_noetic
Unicycle Adaptive Headway Motion Control and Motion Prediction
JiaoAlvin/unicycle_motion_control_prediction_noetic
Unicycle Motion Control and Prediction with ROS Noetic
JiaoAlvin/urnn
Unitary Evolution Recurrent Neural Network
JiaoAlvin/vega
AutoML tools chain