Behavioral Persistence and Incomplete Functional Transfer of Co-evolved Communication in Evolutionary Robotics
Researchers tested if a communication protocol learned by two robots in a 2D simulation could work directly in a new 3D physical environment without retraining the network. They found that while some behaviors persisted, full functional transfer failed for one agent because the protocol's success depended heavily on the specific ecological and navigational conditions of its original learning environment.