Bart de Boer

About

Bart de Boer is a leading researcher in the intersection of robotics, imitation, and social learning, with a focus on how embodied agents autonomously develop and share behaviors. His work explores the dynamic emergence of shared action categories and behavioral self-organization through imitative interactions, demonstrating how populations of robots can culturally propagate knowledge without explicit programming. De Boer’s most cited paper, "Imitation and Social Learning in Robots, Humans and Animals" (2006, 50 citations), provides a foundational framework for understanding imitation across species and artificial systems. He has also made significant contributions to active object recognition, tackling the challenge of 3D recognition in cluttered environments by enabling robots to explore objects from multiple viewpoints. His research on tackling premature convergence in Monte-Carlo localization (2009, 20 citations) further advances robust robot navigation. Notable achievements include his early work on autonomous learning of basic behaviors (1994) and his ongoing exploration of how imitation drives the self-organization of complex behaviors in both simulated and real robotic agents. De Boer’s interdisciplinary approach bridges robotics, cognitive science, and ethology, offering profound insights into the mechanisms of social learning and cultural evolution in artificial systems.

Research Focus

Key Achievements

Top Papers

1. 1
   Imitation and Social Learning in Robots, Humans and Animals: Behavioural, Social and Communicative Dimensions

   50 citations · 2006
2. 2
   Active exploration and keypoint clustering for object recognition

   23 citations · 2008
3. 3
   Tackling the premature convergence problem in Monte-Carlo localization

   20 citations · 2009
4. 4
   Emerging shared action categories in robotic agents through imitation.

   10 citations · 2003
5. 5
   Imitation in Embodied Agents Results in Self-organization of Behavior

   4 citations · 2004
6. 6
   2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-5

   3 citations · 2007
7. 7
   Exploring objects for recognition in the real word

   2 citations · 2007
8. 8
   The dynamic emergence of categories through imitation

   2 citations · 2007
9. 9
   An autonomous robot learning basic behaviours

   2 citations · 1994

Key Collaborators

Contact & Links