Behavioral Persistence and Incomplete Functional Transfer of Co-evolved Communication in Evolutionary Robotics

  • 类型:arxiv
  • 标识:2609.38527
  • 链接:https://arxiv.org/abs/2609.38527
  • 主分类:evaluation
  • 形态:method
  • TLDR:This work evaluates the direct transfer of a co-evolved communication protocol from a 2D simulation to a 3D physical environment, without retraining the network weights. Two e-puck-type robots, controlled by a GRU network with residual connection, were evaluated in a food-seeking task with social signaling. The sensory and motor translation layer required three corrections for stable physical operation, including the calibration of a hunger term based on a measurable asymmetry in the trained residual weights. Even with these corrections, the transfer was partial and asymmetric: one agent reach
  • 待LLM分类:否
  • 来源文件:
  • /inbox/tom/_candidates/2026-10-11-agent-rag-longcontext-candidates.json