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@Lei-Kun
Lei-Kun
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Leo Lei-Kun

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Robotics, Deep reinforcement learning, Offline RL,combinatorial optimization problem

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  1. Uni-O4Uni-O4Public

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

    Python 66

  2. Dragon-Zhuang/BPPODragon-Zhuang/BPPOPublic

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

    Python 92 11

  3. End-to-end-DRL-for-FJSPEnd-to-end-DRL-for-FJSPPublic

    This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'

    Python 341 76

  4. DRL-and-graph-neural-network-for-routing-problemsDRL-and-graph-neural-network-for-routing-problemsPublic

    This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'

    Python 258 34

  5. Dispatching-rules-for-FJSPDispatching-rules-for-FJSPPublic

    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'

    Python 105 13

  6. MIP-model-for-FJSP-and-solved-by-GurobiMIP-model-for-FJSP-and-solved-by-GurobiPublic

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

    Python 53 9


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