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Add DDQN #598

Merged
merged 3 commits into from
Oct 27, 2023
Merged

Add DDQN #598

merged 3 commits into from
Oct 27, 2023

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Jinyu-W
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@Jinyu-W Jinyu-W commented Oct 27, 2023

Description

  • Add DDQN
  • Add prioritized sampling
  • Improve exploration strategies
  • Fix minor issues

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

lihuoran and others added 3 commits May 23, 2023 15:52
…xample; add DQN test (#590)

* Runnable. Should setup a benchmark and test performance.

* Refine logic

* Test DQN on GYM passed

* Refine explore strategy

* Minor

* Minor

* Add Dueling DQN in CIM scenario

* Resolve PR comments

* Add one more explanation
@Jinyu-W Jinyu-W merged commit 2977097 into master Oct 27, 2023
14 of 24 checks passed
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2 participants