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


Modern Magnetic Systems Article Reconstruction of the Mo(100) surface: a tight-binding study Haas, H., Wang, C. Z., Ho, K. M., Fähnle, M., Elsässer, C. {Surface Science}, 457:L397-L403, 2000 () BibTeX

Modern Magnetic Systems Article Replacing muons by protons: polarized beam NMR Schüth, J., Eversheim, P., Herzog, P., Maier, K., Majer, G., Meyer, P., Roduner, E. {Physica B}, 289-290:672-675, 2000 () BibTeX

Modern Magnetic Systems Article Spectral distribution of activation energies in YBa2Cu3O7-δthin films Warthmann, R., Albrecht, J., Kronmüller, H., Joos, C. {Physical Review B}, 62:15226-15229, 2000 () BibTeX

Modern Magnetic Systems Article Spectral distribution of activation energies in YBa2Cu3O7-δthin films Warthmann, R., Albrecht, J., Kronmüller, H., Joos, C. {Physical Review B}, 62:15226-15229, 2000 () BibTeX

Modern Magnetic Systems Article The hydrogen desorption kinetics of Pd-coated LaNi5-type films Cuevas, F., Hirscher, M. {Journal of Alloys and Compounds}, 313:269-275, 2000 () BibTeX

Modern Magnetic Systems Article The influence of a finite bandwidth on the Verwey transition in magnetite Brabers, J. H. V. J., Walz, F., Kronmüller, H. {Journal of Physics: Condensed Matter}, 12:5437-5452, 2000 () BibTeX

Modern Magnetic Systems Article The liquid ferromagnet Co80Pd20 and its critical exponent γ Bührer, C., Beckmann, M., Fähnle, M., Maier, K. {Journal of Magnetism and Magnetic Materials}, 212:211-224, 2000 () BibTeX

Modern Magnetic Systems Article The strain-softening phenomenon of icosahedral Al-Pd-Mn single quasicrystals Brunner, D., Plachke, D., Carstanjen, H. D. {Materials Science and Engineering A}, 294-296:773-776, 2000 () BibTeX

Modern Magnetic Systems Article The structure of the trihydride GdH3 Ellner, M., Reule, H., Mittemeijer, E. J. {Journal of Alloys and Compounds}, 309:127-131, 2000 () BibTeX

Modern Magnetic Systems Article Theory of self-diffusion in alkali metals I. Results for monovacancies in Li, Na, and K Schott, V., Fähnle, M., Madden, P. A. {Journal of Physics: Condensed Matter}, 12:1171-1194, 2000 () BibTeX

Modern Magnetic Systems Article Theory of self-diffusion in alkali metals II. The influence of divacancies in Li Schott, V., Fähnle, M., Madden, P. A. {Journal of Physics: Condensed Matter}, 12:1195-1198, 2000 () BibTeX

Modern Magnetic Systems Article Vacuum arc deposition of Ti coatings Straumal, B., Gust, W., Vershinin, N., Dimitriou, R., Rabkin, E. {Surface and Coatings Technology}, 125:157-160, 2000 () BibTeX

Empirical Inference Conference Paper Engineering Support Vector Machine Kernels That Recognize Translation Initiation Sites in DNA Zien, A., Rätsch, G., Mika, S., Schölkopf, B., Lemmen, C., Smola, A., Lengauer, T., Müller, K. In German Conference on Bioinformatics (GCB 1999), October 1999 (Published) Web BibTeX

Physical Intelligence Article < 研究速報>(< 小特集> マイクロマシン) Sitti, M., 橋本秀紀, 生産研究, 51(8):651-653, 東京大学, 1999 () BibTeX

Physical Intelligence Conference Paper Challenge to micro/nanomanipulation using atomic force microscope Hashimoto, H., Sitti, M. In Micromechatronics and Human Science, 1999. MHS’99. Proceedings of 1999 International Symposium on, :35-42, 1999 () BibTeX

Autonomous Motion Article Is imitation learning the route to humanoid robots? Schaal, S. Trends in Cognitive Sciences, 3(6):233-242, 1999, clmc () URL BibTeX

Physical Intelligence Article Micro/Nano Manipulation Using Atomic Force Microscope. Sitti, M., Hashimoto, H. 生産研究, 51(8):651-653, 東京大学生産技術研究所, 1999 () 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 Article Segmentation of endpoint trajectories does not imply segmented control Sternad, D., Schaal, D. Experimental Brain Research, 124(1):118-136, 1999, clmc () URL BibTeX

Physical Intelligence Conference Paper Tele-nanorobotics 2-d manipulation of micro/nanoparticles using afm Sitti, M., Horiguchi, S., Hashimoto, H. In Advanced Intelligent Mechatronics, 1999. Proceedings. 1999 IEEE/ASME International Conference on, :786-786, 1999 () BibTeX

Physical Intelligence Conference Paper Tele-touch feedback of surfaces at the micro/nano scale: Modeling and experiments Sitti, M., Horighuchi, S., Hashimoto, H. In Intelligent Robots and Systems, 1999. IROS’99. Proceedings. 1999 IEEE/RSJ International Conference on, 2:882-888, 1999 () BibTeX

Physical Intelligence Article Teleoperated nano scale object manipulation Sitti, M., Hashimoto, H. Recent Advances on Mechatronics, :322-335, Singapore: Springer-Verlag, 1999 () BibTeX

Physical Intelligence Conference Paper Two-dimensional fine particle positioning using a piezoresistive cantilever as a micro/nano-manipulator Sitti, M., Hashimoto, H. In Robotics and Automation, 1999. Proceedings. 1999 IEEE International Conference on, 4:2729-2735, 1999 () BibTeX

Physical Intelligence Article Virtual Reality-Based Teleoperation in the Micro/Nano World. Sitti, M., Hashimoto, H. 生産研究, 51(8):654-656, 東京大学生産技術研究所, 1999 () BibTeX

Physical Intelligence Conference Paper Visualization interface for AFM-based nano-manipulation Horiguchi, S., Sitti, M., Hashimoto, H. In Industrial Electronics, 1999. ISIE’99. Proceedings of the IEEE International Symposium on, 1:310-315, 1999 () BibTeX

Autonomous Motion Conference Paper Programmable pattern generators Schaal, S., Sternad, D. In 3rd International Conference on Computational Intelligence in Neuroscience, :48-51, Research Triangle Park, NC, Oct. 24-28, October 1998, clmc () URL BibTeX

Empirical Inference Article SVMs — a practical consequence of learning theory Schölkopf, B. IEEE Intelligent Systems and their Applications, 13(4):18-21, July 1998 () PDF Web DOI BibTeX

Empirical Inference Conference Paper From regularization operators to support vector kernels Smola, A., Schölkopf, B. In Advances in Neural Information Processing Systems, Advances in Neural Information Processing Systems 10, :343-349, (Editors: M Jordan and M Kearns and S Solla), MIT Press, Cambridge, MA, USA, 11th Annual Conference on Neural Information Processing (NIPS 1997), June 1998 () PDF Web BibTeX

Empirical Inference Conference Paper Prior knowledge in support vector kernels Schölkopf, B., Simard, P., Smola, A., Vapnik, V. In Advances in Neural Information Processing Systems, Advances in Neural Information Processing Systems 10, :640-646 , (Editors: M Jordan and M Kearns and S Solla ), MIT Press, Cambridge, MA, USA, Eleventh Annual Conference on Neural Information Processing (NIPS 1997), June 1998 () PDF Web BibTeX

Empirical Inference Article Learning view graphs for robot navigation Franz, M., Schölkopf, B., Mallot, H., Bülthoff, H. A. Autonomous Robots, 5(1):111-125, March 1998 () PDF PDF DOI BibTeX

Physical Intelligence Conference Paper 2D micro particle assembly using atomic force microscope Sitti, M., Hirahara, K., Hashimoto, H. In Micromechatronics and Human Science, 1998. MHS’98. Proceedings of the 1998 International Symposium on, :143-148, 1998 () BibTeX

Autonomous Motion Conference Paper Biomimetic gaze stabilization based on a study of the vestibulocerebellum Shibata, T., Schaal, S. In European Workshop on Learning Robots, :84-94, Edinburgh, UK, 1998, clmc () URL BibTeX

Autonomous Motion Article Constructive incremental learning from only local information Schaal, S., Atkeson, C. G. Neural Computation, 10(8):2047-2084, 1998, clmc () URL BibTeX

Micro, Nano, and Molecular Systems Article Linear electro-optic effect in optically active liquids Buckingham, A., Fischer, P. CHEMICAL PHYSICS LETTERS, 297(3-4):239-246, 1998 () DOI BibTeX

Autonomous Motion Article Local adaptive subspace regression Vijayakumar, S., Schaal, S. Neural Processing Letters, 7(3):139-149, 1998, clmc () URL BibTeX

Autonomous Motion Conference Paper Local dimensionality reduction Schaal, S., Vijayakumar, S., Atkeson, C. G. In Advances in Neural Information Processing Systems 10, :633-639, (Editors: Jordan, M. I.;Kearns, M. J.;Solla, S. A.), MIT Press, Cambridge, MA, 1998, clmc () URL BibTeX

Physical Intelligence Conference Paper Macro to nano tele-manipulation through nanoelectromechanical systems Sitti, M., Hashimoto, H. In Industrial Electronics Society, 1998. IECON’98. Proceedings of the 24th Annual Conference of the IEEE, 1:98-103, 1998 () BibTeX

Micro, Nano, and Molecular Systems Article Monolayers of hexadecyltrimethylammonium p-tosylate at the air-water interface. 1. Sum-frequency spectroscopy Bell, G., Li, Z., Bain, C., Fischer, P., Duffy, D. JOURNAL OF PHYSICAL CHEMISTRY B, 102(47):9461-9472, 1998 () DOI BibTeX

Physical Intelligence Conference Paper Nano tele-manipulation using virtual reality interface Sitti, M., Horiguchi, S., Hashimoto, H. In Industrial Electronics, 1998. Proceedings. ISIE’98. IEEE International Symposium on, 1:171-176, 1998 () BibTeX

Autonomous Motion Conference Paper Robust local learning in high dimensional spaces Vijayakumar, S., Schaal, S. In 5th Joint Symposium on Neural Computation, :186-193, Institute for Neural Computation, University of California, San Diego, San Diego, CA, 1998, clmc () BibTeX

Micro, Nano, and Molecular Systems Article Surface second-order nonlinear optical activity Fischer, P., Buckingham, A. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS, 15(12):2951-2957, 1998 () DOI BibTeX

Physical Intelligence Article Tele-nanorobotics using an atomic force microscope as a nanorobot and sensor Sitti, M., Hashimoto, H. Advanced Robotics, 13(4):417-436, Taylor & Francis, 1998 () BibTeX

Physical Intelligence Conference Paper Tele-nanorobotics using atomic force microscope Sitti, M., Hashimoto, H. In Intelligent Robots and Systems, 1998. Proceedings., 1998 IEEE/RSJ International Conference on, 3:1739-1746, 1998 () BibTeX

Autonomous Motion Conference Paper Towards biomimetic vision Shibata, T., Schaal, S. In International Conference on Intelligence Robots and Systems, :872-879, Victoria, Canada, 1998, clmc () URL BibTeX

Materials Article Influence of Na and H2O on the surface properties of Cu(In,Ga)Se, thin films Heske, C., Richter, G., Chen, Z. H., Fink, R., Umbach, E., Riedl, W., Karg, F. Journal of Applied Physics, 82(5):2411-2420, 1997 () DOI BibTeX

Autonomous Motion Conference Paper Learning from demonstration Schaal, S. In Advances in Neural Information Processing Systems 9, :1040-1046, (Editors: Mozer, M. C.;Jordan, M.;Petsche, T.), MIT Press, Cambridge, MA, 1997, clmc () URL BibTeX