Publications

DEPARTMENTS

Emperical Interference

Haptic Intelligence

Modern Magnetic Systems

Perceiving Systems

Physical Intelligence

Robotic Materials

Social Foundations of Computation


Research Groups

Autonomous Vision

Autonomous Learning

Bioinspired Autonomous Miniature Robots

Dynamic Locomotion

Embodied Vision

Human Aspects of Machine Learning

Intelligent Control Systems

Learning and Dynamical Systems

Locomotion in Biorobotic and Somatic Systems

Micro, Nano, and Molecular Systems

Movement Generation and Control

Neural Capture and Synthesis

Physics for Inference and Optimization

Organizational Leadership and Diversity

Probabilistic Learning Group


Topics

Robot Learning

Conference Paper

2022

Autonomous Learning

Robotics

AI

Career

Award


Empirical Inference Autonomous Motion Book Chapter Robot Learning Peters, J., Lee, D., Kober, J., Nguyen-Tuong, D., Bagnell, J., Schaal, S. In Springer Handbook of Robotics, :357-394, 15, 2nd, (Editors: Siciliano, Bruno and Khatib, Oussama), Springer International Publishing, 2017 (Published) BibTeX

Autonomous Motion Book Chapter Locally Weighted Regression for Control Ting, J., Meier, F., Vijayakumar, S., Schaal, S. In Encyclopedia of Machine Learning and Data Mining, :1-14, Springer US, Boston, MA, 2016 () DOI URL BibTeX

Autonomous Motion Intelligent Control Systems Book Chapter Lernende Roboter Trimpe, S. In Jahrbuch der Max-Planck-Gesellschaft, Max Planck Society, May 2015, (popular science article in German) () URL BibTeX

Autonomous Motion Book Chapter Locally weighted regression for control Ting, J., Vijayakumar, S., Schaal, S. In Encyclopedia of Machine Learning, :613-624, (Editors: Sammut, C.;Webb, G. I.), Springer, 2010, clmc () URL BibTeX

Autonomous Motion Book Chapter Dynamics systems vs. optimal control ? a unifying view Schaal, S., Mohajerian, P., Ijspeert, A. In Progress in Brain Research, (165):425-445, 2007, clmc () URL BibTeX

Autonomous Motion Book Chapter Approximate nearest neighbor regression in very high dimensions Vijayakumar, S., DSouza, A., Schaal, S. In Nearest-Neighbor Methods in Learning and Vision, :103-142, (Editors: Shakhnarovich, G.;Darrell, T.;Indyk, P.), Cambridge, MA: MIT Press, 2006, clmc () URL BibTeX

Autonomous Motion Book Chapter Computational approaches to motor learning by imitation Schaal, S., Ijspeert, A., Billard, A. In The Neuroscience of Social Interaction, (1431):199-218, (Editors: Frith, C. D.;Wolpert, D.), Oxford University Press, Oxford, 2004, clmc () URL BibTeX

Autonomous Motion Book Chapter Arm and hand movement control Schaal, S. In The handbook of brain theory and neural networks, 2nd Edition, :110-113, 2, (Editors: Arbib, M. A.), MIT Press, Cambridge, MA, 2002, clmc () URL BibTeX

Autonomous Motion Book Chapter Learning robot control Schaal, S. In The handbook of brain theory and neural networks, 2nd Edition, :983-987, 2, (Editors: Arbib, M. A.), MIT Press, Cambridge, MA, 2002, clmc () URL BibTeX

Autonomous Motion Book Chapter Biomimetic gaze stabilization Shibata, T., Schaal, S. In Robot learning: an Interdisciplinary approach, :31-52, (Editors: Demiris, J.;Birk, A.), World Scientific, 2000, clmc () URL BibTeX

Autonomous Motion Book Chapter Nonparametric regression for learning nonlinear transformations Schaal, S. In Prerational Intelligence in Strategies, High-Level Processes and Collective Behavior, 2:595-621, (Editors: Ritter, H.;Cruse, H.;Dean, J.), Kluwer Academic Publishers, 1999, clmc () URL BibTeX

Autonomous Motion Book Chapter From isolation to cooperation: An alternative of a system of experts Schaal, S., Atkeson, C. G. In Advances in Neural Information Processing Systems 8, :605-611, (Editors: Touretzky, D. S.;Mozer, M. C.;Hasselmo, M. E.), MIT Press, Cambridge, MA, 1996, clmc () URL BibTeX

Autonomous Motion Book Chapter Batting a ball: Dynamics of a rhythmic skill Sternad, D., Schaal, S., Atkeson, C. G. In Studies in Perception and Action, :119-122, (Editors: Bardy, B.;Bostma, R.;Guiard, Y.), Erlbaum, Hillsdayle, NJ, 1995, clmc () BibTeX

Autonomous Motion Book Chapter A genetic algorithm for evolution from an ecological perspective Sternad, D., Schaal, S. In 1992 Lectures in Complex Systems, :223-231, (Editors: Nadel, L.;Stein, D.), Addison-Wesley, Redwood City, CA, 1993, clmc () BibTeX

Autonomous Motion Book Chapter Learning passive motor control strategies with genetic algorithms Schaal, S., Sternad, D. In 1992 Lectures in complex systems, :913-918, (Editors: Nadel, L.;Stein, D.), Addison-Wesley, Redwood City, CA, 1993, clmc () URL BibTeX

Autonomous Motion Book Chapter Informationssysteme mit CAD (Information systems within CAD) Schaal, S. In CAD/CAM Grundlagen, :199-204, (Editors: Milberg, J.), Springer, Buchreihe CIM-TT. Berlin, 1992, clmc () BibTeX

Autonomous Motion Book Chapter Ways to smarter CAD-systems Ehrlenspiel, K., Schaal, S. In Proceedings of ICED’91Heurista, :10-16, (Editors: Hubka), Edition, Schriftenreihe WDK 21. Zürich, 1991, clmc () BibTeX