# CognitiveAISystems/MAPF-GPT

<https://repo.masters-masters.com/en/repos/CognitiveAISystems/MAPF-GPT>

[Home](https://repo.masters-masters.com/en) › [CognitiveAISystems](https://repo.masters-masters.com/en/owners/CognitiveAISystems) › [MAPF-GPT](https://repo.masters-masters.com/en/repos/CognitiveAISystems/MAPF-GPT)

CognitiveAISystems/MAPF-GPT has 139 stars on GitHub. Its RepoMasters card: Prototype tier. \[AAAI-2025\] This repository contains MAPF-GPT, a deep… Language: C++.

| Field | Value |
| --- | --- |
| Owner | [CognitiveAISystems](https://repo.masters-masters.com/en/owners/CognitiveAISystems) |
| Stars | 139 |
| Forks | 25 |
| Language | [C++](https://repo.masters-masters.com/en/languages/c-plus-plus) |
| License | MIT |
| Created | 2024 |
| Topics | mapf, pogema, transformers, aaai-2025 |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [CognitiveAISystems/MAPF-GPT](https://github.com/CognitiveAISystems/MAPF-GPT) |

## Repository

\[AAAI-2025\] 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…

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.