Eclectic-Sheep / Eclectic-Sheep/sheeprl
Implement "Curious Replay" into Dreamer?
- 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