Computer Vision , AI

[One-page summary] Emergence of Maps in the Memories of Blind NavigationAgents(ICLR 2023) by Wijmans et al. 본문

Paper_review[short]

[One-page summary] Emergence of Maps in the Memories of Blind NavigationAgents(ICLR 2023) by Wijmans et al.

Elune001 2024. 1. 16. 00:48

● Summary: ask if AI navigation agents build implicit (or ‘mental’) maps like animals

 

● Approach highlight

  • Blind vs Clairvoyant Bug algorithm: effective navigation with only egomotion sensing

  • Memory enables blind agent’s effective performance

 

 

● Main Results

 

● Discussion

  • Can it work in more complex environments? (is it possible to understand moving objects?)