P. Bakker

Papers

Total Citations

H-Index

About

P. Bakker is a pioneering researcher in developmental robotics and autonomous learning systems, with a focus on how agents acquire complex behaviors through imitation and sensorimotor interaction. Their foundational work, particularly the highly cited 2002 paper "Learning of oculo-motor control: a prelude to robotic imitation," introduced a novel framework for enabling robots to learn by observing and mimicking others, rather than relying on pre-programmed instructions. This approach, demonstrated through the sighted agent ESCHeR, which features dual field-of-view cameras, laid critical groundwork for adaptive behavior in autonomous systems. By integrating oculo-motor control learning with imitation, Bakker showed how robots could develop coordination skills through environmental interaction—a key step toward more flexible, human-like artificial intelligence. With over 40 citations on this seminal paper alone, Bakker's contributions have influenced subsequent research in cognitive robotics, human-robot interaction, and machine learning, establishing them as a key figure in the shift toward embodied, socially guided learning in artificial agents.