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Implement discrete version of SAC #50

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keiohta opened this issue Oct 22, 2019 · 4 comments
Open

Implement discrete version of SAC #50

keiohta opened this issue Oct 22, 2019 · 4 comments

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@keiohta
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keiohta commented Oct 22, 2019

Soft Actor-Critic for Discrete Action Settings
@keiohta
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keiohta commented Oct 22, 2019

Finished implementation e0b7ac9, and
checked it works on CartPole-v0.
step_00002000_epi_00_return_00200 0000

Will close after checking performance on Atari

@keiohta
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keiohta commented Oct 23, 2019 •
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  • Allow hard target update
  • Reproduce Atari results

keiohta added a commit that referenced this issue Oct 24, 2019
@keiohta
Support hard target update #50
3bef7d3
@junhuang-ifast
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junhuang-ifast commented Feb 14, 2020 •
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hi @keiohta, have you had time to check the Discrete SAC performance on the Atari environments?

@keiohta
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keiohta commented Feb 14, 2020

Hi @junhuang-ifast !
I have tested on some environment, but not checked in details because I do not have strong PC with GPUs.
I'm planning to do in future, but not sure when it will be.

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@keiohta @junhuang-ifast