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 Conference Paper Causal Inference by Choosing Graphs with Most Plausible Markov Kernels Sun, X., Janzing, D., Schölkopf, B. In Proceedings of the Ninth International Symposium on Artificial Intelligence and Mathematics (AI & Math 2006, Proceedings of the 9th International Symposium on Artificial Intelligence and Mathematics, 1-11, ISAIM, January 2006 PDF Web BibTeX

Empirical Inference Article Classification of Faces in Man and Machine Graf, A., Wichmann, F., Bülthoff, H., Schölkopf, B. Neural Computation, 18(1):143-165, January 2006 PDF Web BibTeX

Empirical Inference Book Gaussian Processes for Machine Learning Rasmussen, C., Williams, C. 248, Adaptive Computation and Machine Learning, MIT Press, Cambridge, MA, USA, January 2006 Web BibTeX

Physical Intelligence Article A biomimetic climbing robot based on the gecko Menon, C., Sitti, M. Journal of Bionic Engineering, 3(3):115-125, 2006 BibTeX

Physical Intelligence Conference Paper A novel water running robot inspired by basilisk lizards Floyd, S., Keegan, T., Palmisano, J., Sitti, M. In Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on, 5430-5436, 2006 BibTeX

Theory of Inhomogeneous Condensed Matter Article A thin-film model for corotational Jeffreys fluids under strong slip Münch, A., Wagner, B., Rauscher, M., Blossey, R. The European Physical Journal e - Soft Matter, 20(4):365-368, 2006 DOI BibTeX

Physical Intelligence Article An ultrasonic standing-wave-actuated nano-positioning walking robot: piezoelectric-metal composite beam modeling Son, K. J., Kartik, V., Wickert, J. A., Sitti, M. Journal of vibration and control, 12(12):1293-1309, Sage Publications, 2006 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

Physical Intelligence Article Augmented reality user interface for an atomic force microscope-based nanorobotic system Vogl, W., Ma, B. K., Sitti, M. IEEE transactions on nanotechnology, 5(4):397-406, IEEE, 2006 BibTeX

Theory of Inhomogeneous Condensed Matter Article Capillary evaporation in pores Roth, R., Kroll, K. M. Journal of Physics: Condensed Matter, 18:6517-6530, 2006 DOI BibTeX

Micro, Nano, and Molecular Systems Article Chiral molecules split light: Reflection and refraction in a chiral liquid Ghosh, A., Fischer, P. PHYSICAL REVIEW LETTERS, 97(17), 2006, Featured highlight ‘Fundamental optical physics: Refraction’ Nature Photonics, Nov. 2006. DOI BibTeX

Empirical Inference Poster Classification of natural scenes: critical features revisited Drewes, J., Wichmann, F., Gegenfurtner, K. Experimentelle Psychologie: Beitr{\"a}ge zur 48. Tagung experimentell arbeitender Psychologen, 48:251, 2006 BibTeX

Theory of Inhomogeneous Condensed Matter Article Colloidal particles at a nematic-isotropic interface: effects of confinement West, J. L., Zhang, K., Glushchenko, A., Andrienko, D., Tasinkevych, M., Reznikov, Y. European Physical Journal E, 20(2):237-242, 2006 BibTeX

Empirical Inference Book Chapter Combining a Filter Method with SVMs Lal, T., Chapelle, O., Schölkopf, B. In Feature Extraction: Foundations and Applications, Studies in Fuzziness and Soft Computing, Vol. 207, 439-446, Studies in Fuzziness and Soft Computing ; 207, (Editors: I Guyon and M Nikravesh and S Gunn and LA Zadeh), Springer, Berlin, Germany, 2006 PDF DOI BibTeX

Theory of Inhomogeneous Condensed Matter Article Complete wetting of nanosculptured substrates Tasinkevych, M., Dietrich, S. Physical Review Letters, 97(10):106102, 2006 DOI BibTeX

Physical Intelligence Article Compliant and low-cost humidity nanosensors using nanoporous polymer membranes Yang, B., Aksak, B., Lin, Q., Sitti, M. Sensors and Actuators B: Chemical, 114(1):254-262, Elsevier, 2006 BibTeX

Theory of Inhomogeneous Condensed Matter Article Critical Casimir Effect in 3He-4He Films Maciolek, A., Dietrich, S. Europhysics Letters, 74(1):22-28, 2006 DOI BibTeX

Theory of Inhomogeneous Condensed Matter Article Critical ageing of Ising ferromagnets relaxing from an ordered state Calabrese, P., Gambassi, A., Krzakala, F. Journal of Statistical Mechanics: Theory and Experiment, 2006 BibTeX

Theory of Inhomogeneous Condensed Matter Article Critical dynamics in thin films Gambassi, A., Dietrich, S. Journal of Statistical Physics, 123(5):929-1005, 2006 DOI BibTeX

Theory of Inhomogeneous Condensed Matter Article Depletion forces between nonspherical objects Koenig, P., Roth, R., Dietrich, S. Physical Review E, 74(4):041404, 2006 DOI BibTeX

Movement Generation and Control Conference Paper Design methodologies for central pattern generators: an application to crawling humanoids Righetti, L., Ijspeert, A. In Proceedings of Robotics: Science and Systems, Philadelphia, USA, August 2006 DOI URL BibTeX

Physical Intelligence Article Design methodology for biomimetic propulsion of miniature swimming robots Behkam, B., Sitti, M. Trans.-ASME Journal of Dynamic Systems Measurement and Control, 128(1):36, ASME, 2006 BibTeX

Theory of Inhomogeneous Condensed Matter Article Diffusion-limited deposition with dipolar interactions: fractal dimension and multifractal structure Tasinkevych, M., Tavares, J. M., de los Santos, F. The Journal of Chemical Physics, 124(6), 2006 BibTeX

Micro, Nano, and Molecular Systems Article Direct chiral discrimination in NMR spectroscopy Buckingham, A., Fischer, P. CHEMICAL PHYSICS, 324(1):111-116, 2006 DOI BibTeX

Physical Intelligence Article Drawing suspended polymer micro-/nanofibers using glass micropipettes Nain, A. S., Wong, J. C., Amon, C., Sitti, M. Applied Physics Letters, 89(18):183105, AIP, 2006 BibTeX

Movement Generation and Control Article Dynamic Hebbian learning in adaptive frequency oscillators Righetti, L., Buchli, J., Ijspeert, A. Physica D: Nonlinear Phenomena, 216(2):269-281, 2006 DOI URL BibTeX

Theory of Inhomogeneous Condensed Matter Article Effective triplet interactions in nematic colloids Tasinkevych, M., Andrienko, D. European Physical Journal E, 21(3):277-282, 2006 BibTeX

Empirical Inference Book Chapter Embedded methods Lal, T., Chapelle, O., Weston, J., Elisseeff, A. In Feature Extraction: Foundations and Applications, 137-165, Studies in Fuzziness and Soft Computing ; 207, (Editors: Guyon, I. , S. Gunn, M. Nikravesh, L. A. Zadeh), Springer, Berlin, Germany, 2006 PDF Web BibTeX

Physical Intelligence Conference Paper Force-controlled microcontact printing using microassembled particle templates Tafazzoli, A., Pawashe, C., Sitti, M. In Robotics and Automation, 2006. ICRA 2006. Proceedings 2006 IEEE International Conference on, 263-268, 2006 BibTeX

Theory of Inhomogeneous Condensed Matter Article Forces between chemically structured substrates mediated by critical fluids Sprenger, M., Schlesener, F., Dietrich, S. The Journal of Chemical Physics, 124(13):134703, 2006 DOI BibTeX

Physical Intelligence Article Friction enhancement via micro-patterned wet elastomer adhesives on small intestinal surfaces Kwon, J., Cheung, E., Park, S., Sitti, M. Biomedical Materials, 1(4):216, IOP Publishing, 2006 BibTeX

Physical Intelligence Conference Paper Geckobot: A gecko inspired climbing robot using elastomer adhesives Unver, O., Uneri, A., Aydemir, A., Sitti, M. In Robotics and Automation, 2006. ICRA 2006. Proceedings 2006 IEEE International Conference on, 2329-2335, 2006 BibTeX

Physical Intelligence Article IEEE TRANSACTIONS ON ROBOTICS VOLZ, R. A., TARN, T., MACIEJEWSKI, A. A., LEE, S., BICCHI, A., DE LUCA, A., LUH, P. B., TAYLOR, R. H., BEKEY, G. A., ARAI, H., et al. 2006 BibTeX

Materials Article Influence of oxidation on the high-temperature mechanical properties of zirconia/nickel cermets Morales-Rodriguez, A., Bravo-Leon, A., Richter, G., Ruhle, M., Dominguez-Rodriguez, A., Jimenez-Melendo, M. Scripta Materialia, 54(12):2087-2090, 2006 DOI BibTeX