LiuJie's repositories
LSTM
基于LSTM的时间序列预测研究
awesome-explainable-reinforcement-learning
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
Python
All Algorithms implemented in Python
awesome-shapley-value
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
shapley-q-learning
This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.
epymarl
An extension of the PyMARL codebase that includes additional algorithms and environment support
robotic-warehouse
Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
xingtian
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
SQDDPG
This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.
RL-VRP-PtrNtwrk
Reinforcement Learning for Solving the Vehicle Routing Problem
or-rl-benchmarks
The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'
seac
The official code base of Shared Experience Actor-Critic (NeurIPS2020)
RL_TSP_4static
Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper
pytorch-drl4vrp
Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).
Universal-Graph-Embedding-Neural-Network
Paper Code Learning Powerful Graph Neural Network Embeddings With Aid Of Transfer Learning
neural-combinatorial-rl-pytorch
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940