Eclectic-Sheep / Eclectic-Sheep/sheeprl

Implement "Curious Replay" into Dreamer?

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Dominant language
Python
Stars
439
Forks
66
PR merge metrics
No merged PRs in 30d

Description

Hi,
I recently saw the paper [Curious Replay for Model-based Adaptation](https://arxiv.org/pdf/2306.15934), which proposes a fairly straight forward curiosity-based sampling from the Replay Buffer.

Are there any plans to potentially integrate this into the SheepRL Dreamer implementations?

Thanks

Contributor guide

No contributing guide indexed for this repository

Research direction

No files, tests, or entry points are named. Start by reading the linked Curious Replay paper and locating the Dreamer implementations and their replay-buffer sampling path. A useful next step would require defining the integration scope and acceptance criteria with maintainers before implementation.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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