EDYS

Tackling emergent dysfunctions (EDYs) in cooperation with Fraunhofer-IKS

Setup

Just install this environment by pip install marl-factory-grid.

First Steps

Quickstart

Most of the env. objects (entites, rules and assets) can be loaded automatically. Just define what your environment needs in a yaml-configfile like:

Example ConfigFile

General: level_name: rooms env_seed: 69 verbose: !!bool False pomdp_r: 5 individual_rewards: !!bool True

Entities:
    Defaults: {}
    Doors:
        closed_on_init: True
        auto_close_interval: 10
        indicate_area: False
    Destinations: {}

Agents:
    Wolfgang:
        Actions:
            - Move8
            - Noop
            - DoorUse
            - ItemAction
        Observations:
            - All
            - Placeholder
            - Walls
            - Items
            - Placeholder
            - Doors
            - Doors
    Armin:
        Actions:
            - Move4
            - ItemAction
            - DoorUse
        Observations:
            - Combined:
                - Agent['Wolfgang']
                - Walls
                - Doors
                - Items
Rules:
    Defaults: {}
    Collision:
        done_at_collisions: !!bool True
    ItemRespawn:
        spawn_freq: 5
    DoorAutoClose: {}

Assets:
- Defaults
- Items
- Doors

Have a look in \quickstart for further configuration examples.

Make it your own

Levels

Varying levels are created by defining Walls, Floor or Doors in .txt-files (see ./environment/levels for examples). Define which level to use in your configfile as:

General:
    level_name: rooms

... or create your own , maybe witht he help of asciiflow.com.

Entites

TODO

Rules

TODO

Results

Assets

TODO

Metadata

Release files for Marl-Factory-Grid 0.0.5

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Source distribution (sdist)

Source distribution for Marl-Factory-Grid 0.0.5
File	Size	Uploaded
Marl-Factory-Grid-0.0.5.tar.gz	176.4 kB	Jun 19, 2023	Details

Built distribution (wheel)

Table of built distributions (wheels) for Marl-Factory-Grid 0.0.5
File	Interpreter	ABI	Platform	Reset
Marl_Factory_Grid-0.0.5-py3-none-any.whl 209.1 kB Jun 15, 2023	Python 3	none	any	Details

Total release size: 385.5 kB

Release files / Marl-Factory-Grid-0.0.5.tar.gz

Download URL	Marl-Factory-Grid-0.0.5.tar.gz
Size	176.4 kB
Tags	Source
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Upload date	Jun 19, 2023
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Uploaded via	`twine/4.0.2 CPython/3.11.4`

Release files / Marl_Factory_Grid-0.0.5-py3-none-any.whl

Download URL	Marl_Factory_Grid-0.0.5-py3-none-any.whl
Size	209.1 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`7fb8f09a52c53a408a546673373950fb5ec8e24905b129521b2ab9f3e0342c77`
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Upload date	Jun 15, 2023
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Uploaded via	`twine/4.0.2 CPython/3.11.3`