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Observations of dead agents #178

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samvelyan opened this issue Mar 14, 2022 · 3 comments · Fixed by #195
Closed

Observations of dead agents #178

samvelyan opened this issue Mar 14, 2022 · 3 comments · Fixed by #195
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enhancement New feature or request

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@samvelyan
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Describe the bug
Dead agents receiving non-zero observations.

To Reproduce

  1. Open any multi-agent environment
  2. observe the observations of agents that are dead

Expected behavior
I think it is common for dead agents to receives all zeros as observations.

Additional context

  • Also, restricting the action-space of dead agents to only no-op is common!
@Bam4d
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Bam4d commented Mar 23, 2022

when you say "restricting the action space" do you mean the action masking should only allow no-ops?

@samvelyan
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Yes, this is an approach we took in SMAC, but I'm not sure if this is something you have to worry about on the Griddly side. The environment designer could just write a wrapper for this.

@Bam4d Bam4d added the enhancement New feature or request label Apr 6, 2022
@Bam4d Bam4d self-assigned this May 9, 2022
@Bam4d
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Bam4d commented May 17, 2022

closed by #195

@Bam4d Bam4d mentioned this issue May 17, 2022
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