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multi-agent dreamerv3 #45292

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janetwise opened this issue May 13, 2024 · 2 comments
Open

multi-agent dreamerv3 #45292

janetwise opened this issue May 13, 2024 · 2 comments
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enhancement Request for new feature and/or capability P3 Issue moderate in impact or severity rllib RLlib related issues

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@janetwise
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Description

Saw the dreamerv3 code in rllib has this error flag on multi-agent not supported currently. Is there any plan to support it in the future? What's the approach to extend to multi-agent dreamerv3?

if self.is_multi_agent():
            raise ValueError("DreamerV3 does NOT support multi-agent setups yet!")

Use case

Mult-agent env and agent learning

@janetwise janetwise added enhancement Request for new feature and/or capability triage Needs triage (eg: priority, bug/not-bug, and owning component) labels May 13, 2024
@anyscalesam anyscalesam added the rllib RLlib related issues label May 13, 2024
@simonsays1980
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@janetwise Yes, we want to support all online algorithms in multi-agent mode, so DreamerV3 as well. We are still in the process of moving off-policy algorithms over to the new stack and DreamerV3 comes after these. Until the summit we plan to be ready with this move.

@simonsays1980 simonsays1980 added P3 Issue moderate in impact or severity and removed triage Needs triage (eg: priority, bug/not-bug, and owning component) labels May 15, 2024
@simonsays1980 simonsays1980 self-assigned this May 15, 2024
@janetwise
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What’s the technical approach and suggestion if I work on extending dreamer to multiple agents? Will the approach wrapping PPO to multiple agents apply in a similar way?

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Labels
enhancement Request for new feature and/or capability P3 Issue moderate in impact or severity rllib RLlib related issues
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