Lei-Kun
Deep reinforcement learning, Offline RL,combinatorial optimization problem
Washington University in St. LouisSt. Louis, USA
Pinned Repositories
BPPO
Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).
Dispatching-rules-for-FJSP
This is the official code for the baseline methods of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'
DRL-and-graph-neural-network-for-routing-problems
This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'
End-to-end-DRL-for-FJSP
This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'
FJSP-benchmarks
The public benchmark instances of flexible job shop scheduling problem
FJSPDRL
The code and data will be published after accepting our paper
koptimizer
leikun-starting
MIP-model-for-FJSP-and-solved-by-Gurobi
the mixed-integer programming model for flexible job shop scheduling problem is solved by gurobi
Uni-O4
Author's Pytorch implementation of our ICLR 2024 paper "Uni-O4"
Lei-Kun's Repositories
Lei-Kun/End-to-end-DRL-for-FJSP
This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'
Lei-Kun/DRL-and-graph-neural-network-for-routing-problems
This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'
Lei-Kun/Dispatching-rules-for-FJSP
This is the official code for the baseline methods of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'
Lei-Kun/FJSP-benchmarks
The public benchmark instances of flexible job shop scheduling problem
Lei-Kun/MIP-model-for-FJSP-and-solved-by-Gurobi
the mixed-integer programming model for flexible job shop scheduling problem is solved by gurobi
Lei-Kun/Uni-O4
Author's Pytorch implementation of our ICLR 2024 paper "Uni-O4"
Lei-Kun/FJSPDRL
The code and data will be published after accepting our paper
Lei-Kun/leikun-starting
Lei-Kun/koptimizer
Lei-Kun/paper
Reading List
Lei-Kun/zcaicaros
Lei-Kun/BPPO
Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).
Lei-Kun/Lei-Kun.github.io
https://Lei-Kun.github.io/
Lei-Kun/leikun-start.github.io
Personal website
Lei-Kun/mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
Lei-Kun/GNFactor
[CoRL 2023 Oral] GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields
Lei-Kun/parkour
[CoRL 2023] Robot Parkour Learning
Lei-Kun/policy-guided-diffusion
Official implementation of "Policy-Guided Diffusion"