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Add DDQN - #598

Merged
Jinyu-W merged 3 commits into
masterfrom
v0.3
Oct 27, 2023
Merged

Add DDQN#598
Jinyu-W merged 3 commits into
masterfrom
v0.3

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@Jinyu-W

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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

Huoran Li (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 masterOct 27, 2023
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2 participants

@Jinyu-W@lihuoran