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R2D2 optimize and benchmark #212

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kan-s0 opened this issue May 31, 2022 · 0 comments
Open

R2D2 optimize and benchmark #212

kan-s0 opened this issue May 31, 2022 · 0 comments
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enhancement New feature or request

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@kan-s0
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kan-s0 commented May 31, 2022

Is your feature request related to a problem? Please describe.
Currently, the state type stored as a transition in R2D2 is too large as float64. And if the sequence length is lengthened accordingly, the existing buffer size is too large.

Describe the solution you'd like

  • Change the state type of transition to unit8.
  • Reduce the buffer size of the config.
  • R2D2 atari benchmark

Describe alternatives you've considered

  • Fixed size when adding state to _transition in agent interact callback.

Additional context

  • R2D2 atari benchmark
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