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CognitiveAISystems/MAPF-GPT

[AAAI-2025] This repository contains MAPF-GPT, a deep learning-based model for solving MAPF problems. Trained with imitation learning on trajectories produced by LaCAM, it generates actions under partial observability without heuristics or agent communication. MAPF-GPT excels on unseen instances an…

Owner
CognitiveAISystems (organization)
Stars
Stars: 139
Forks
Forks: 25
Language
C++
License
MIT
Created
2024
Topics
mapfpogematransformersaaai-2025
Tier
Prototype (100 to 249 ★) What this tier means
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