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Add Learning What to Defer algorithm for MIS problem example#592

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Jinyu-W wants to merge 6 commits intomasterfrom
lwd
Open

Add Learning What to Defer algorithm for MIS problem example#592
Jinyu-W wants to merge 6 commits intomasterfrom
lwd

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@Jinyu-W
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@Jinyu-W Jinyu-W commented May 19, 2023

Description

Contexts include:

  • A simple MIS simulator, which simulates a complete MIS-solving process as a transition;
  • Graph-based PPO algorithm implementation, including Policy, TranOps, Trainer, basic networks, and replay memory;
  • An EnvSampler and necessary configuration files;
  • A README of the brief introduction of this algorithm.

Linked issue(s)/Pull request(s)

Type of Change

  • Non-breaking bug fix
  • Breaking bug fix
  • New feature
  • Test
  • Doc update
  • Docker update

Related Component

  • Simulation toolkit
  • RL toolkit
  • Distributed toolkit

Has Been Tested

  • OS:
    • Windows
    • Mac OS
    • Linux
  • Python version:
    • 3.7
    • 3.8
    • 3.9
  • Key information snapshot(s):

Needs Follow Up Actions

  • New release package
  • New docker image

Checklist

  • Add/update the related comments
  • Add/update the related tests
  • Add/update the related documentations
  • Update the dependent downstream modules usage

@Jinyu-W Jinyu-W requested a review from lihuoran May 19, 2023 08:02
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