research#robotics🔬 ResearchAnalyzed: Jan 4, 2026 06:49

Optimal Scalability-Aware Allocation of Swarm Robots: From Linear to Retrograde Performance via Marginal Gains

Published:Dec 29, 2025 12:50
1 min read
ArXiv

Analysis

This article likely discusses a research paper on the efficient allocation of resources (swarm robots) in a way that considers how well the system scales as the number of robots increases. The mention of "linear to retrograde performance" suggests the paper analyzes how performance changes with scale, potentially identifying a point where adding more robots actually decreases overall efficiency. The focus on "marginal gains" implies the research explores the benefits of adding each robot individually to optimize the allocation strategy.

Reference