semitable/robotic-warehouse

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

49
/ 100
Emerging

Implements a configurable grid-based warehouse simulator with collision dynamics that prioritize agent mobility, partial observability (3x3 sensor windows), and sparse reward signals from shelf delivery tasks. Fully compatible with Gymnasium, supporting parameterized environment variants (tiny/small/medium/large layouts, variable agent counts, and difficulty modifiers) plus custom warehouse layouts via ASCII strings. Agents navigate discrete action spaces (rotate, move, load/unload) while managing collision resolution and coordinating multi-agent delivery workflows.

416 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 23 / 25

How are scores calculated?

Stars

416

Forks

89

Language

Python

License

MIT

Last pushed

Sep 15, 2024

Commits (30d)

0

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