Simon ARC Env

Action Space	Discrete(10)
Observation Shape	(32, 32)
Observation High	255
Observation Low	0
Import	import simon_arc_env gymnasium.make("SimonARC-v0")

Description

Abstraction and Reasoning Corpus as a Farama Gymnasium environment.

Related project: ARCLE - ARC Learning Environment.

Installation

pip install simon-arc-env

Usage

1. Play it by running

python examples/play.py

Press space to draw a pixel.

2. Import it to train your RL model

import simon_arc_env
env = gymnasium.make("SimonARC-v0")

The package relies on import side-effects to register the environment name so, even though the package is never explicitly used, its import is necessary to access the environment.

Action Space

SimonARC has the action space Discrete(10).

Value	Key	Meaning
0	TAB	Next page
1	Return	Submit drawing
2	Space	Set pixel
3	Arrow up	Move cursor_y up
4	Arrow down	Move cursor_y down
5	Arrow left	Move cursor_x left
6	Arrow right	Move cursor_x right
7	m	Increment color
8	n	Decrement color
9	s	Adjust canvas size
N/A	Escape	Exit game
N/A	i	Print info to console

Observation Space

Observation space Box(low=0, high=255, shape=(32, 32), dtype=np.uint8).

Rewards

If you solve the task you get 10000 in reward.

If you predict the width correct you get 100 in reward.

If you predict the height correct you get 100 in reward.

If your prediction have the correct histogram you get 100 in reward.

Run tests

make test

Version History

• v0: initial version release