Leo (Lei-Kun)

Lei-Kun

Geek Repo

Location:hangzhou province at China

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Leo's repositories

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'

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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'

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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'

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FJSP-benchmarks

The public benchmark instances of flexible job shop scheduling problem

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MIP-model-for-FJSP-and-solved-by-Gurobi

the mixed-integer programming model for flexible job shop scheduling problem is solved by gurobi

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Uni-O4

Author's Pytorch implementation of our ICLR 2024 paper "Uni-O4"

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FJSPDRL

The code and data will be published after accepting our paper

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paper

Reading List

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BPPO

Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).

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leikun-start.github.io

Personal website

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mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

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GNFactor

[CoRL 2023 Oral] GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields

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Lei-Kun.github.io

https://Lei-Kun.github.io/

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parkour

[CoRL 2023] Robot Parkour Learning

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policy-guided-diffusion

Official implementation of "Policy-Guided Diffusion"

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