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Feature/replay ratio #247
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Merged
Feature/replay ratio #247
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… feature/dv3-parallel-stochastic
… feature/dv3-parallel-stochastic
… feature/dv3-replay-ratio
… feature/dv3-replay-ratio
…/dv3-replay-ratio
…/dv3-replay-ratio
…eep/sheeprl into feature/replay-ratio
belerico
requested review from
DavideTr8,
michele-milesi and
rcmalli
as code owners
March 29, 2024 13:54
michele-milesi
previously approved these changes
Mar 29, 2024
michele-milesi
approved these changes
Mar 29, 2024
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Summary
This PR introduces the
replay_ratio
as specified in #223. In particular we have removed both theper_rank_gradient_steps
andtrain_every
, since those two can be computed with the single output from the newly introducedRatio
class. We have also modified how the Dreamer-V1 family algos compute the exploration actions, while removing that from Dreamer-V2 and Dreamer-V3 since those are unused by those algos.Type of Change
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