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Open access
Jul 2026
LLMigrate: Large Language Models as Migration Controllers in Island-Based Evolutionary Design of Soft Robots
This work proposes an LLM-guided migration controller for island-model evolutionary design, where an LLM receives compact summaries of island states including fitness statistics and morphology information and outputs migration decisions, and positions LLMs as coordinators of inter-island information flow in evolutionary robotics.
Emir Buğra Şahin, Ege Demir, Bilgehan Altıntaş et al.
· Proceedings of the Genetic a... · 0 citations