Eclectic-Sheep / Eclectic-Sheep/sheeprl

Handle for 2D/3D observations that are images

Open
#237 6 comments 0 reactions 0 assignees View on GitHub
enhancement help wanted
Dominant language
Python
Stars
439
Forks
66
PR merge metrics
No merged PRs in 30d

Description

I was also about to open an issue regarding Dreamer on feature-vector based (partially observable) environments where no Cnn is needed (and as a matter of fact, to also handle gridworlds where the observation space is also with matrices, except non-RGB, for example with 1's where the agents are and 0's otherwise).

What would be necessary to adapt from the code? I would be willing to help you guys!

_Originally posted by @jmribeiro in https://github.com/Eclectic-Sheep/sheeprl/issues/229#issuecomment-1991783930_

Contributor guide

No contributing guide indexed for this repository

Research direction

No files, tests, or entry points are named. Review how Dreamer currently handles image observations, then determine the changes needed to support feature-vector environments and non-RGB matrix or gridworld observations; done means these observation types work without requiring a CNN.

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
25/100

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