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

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Autonomous Motion Intelligent Control Systems Technical Report Distributed Event-based State Estimation Trimpe, S. Max Planck Institute for Intelligent Systems, November 2015 () arXiv BibTeX

Autonomous Motion Technical Report Learning and Optimization with Submodular Functions Sankaran, B., Ghazvininejad, M., He, X., Kale, D., Cohen, L. ArXiv, May 2013 () arxiv URL BibTeX

Autonomous Motion Technical Report The SL simulation and real-time control software package Schaal, S. University of Southern California, Los Angeles, CA, 2009, clmc () URL BibTeX

Autonomous Motion Technical Report The SL simulation and real-time control software package Schaal, S. University of Southern California, Los Angeles, CA, 2009, clmc () URL BibTeX

Autonomous Motion Technical Report Learning an Outlier-Robust Kalman Filter Ting, J., Theodorou, E., Schaal, S. CLMC Technical Report: TR-CLMC-2007-1, Los Angeles, CA, 2007, clmc () PDF BibTeX

Autonomous Motion Empirical Inference Technical Report Relative Entropy Policy Search Peters, J. CLMC Technical Report: TR-CLMC-2007-2, Computational Learning and Motor Control Lab, Los Angeles, CA, 2007, clmc () PDF URL BibTeX

Autonomous Motion Technical Report Statistical Learning of LQG controllers Theodorou, E. Technical Report-2006-1, Computational Action and Vision Lab University of Minnesota, 2006, clmc () PDF BibTeX

Autonomous Motion Technical Report Linear and Nonlinear Estimation models applied to Hemodynamic Model Theodorou, E. Technical Report-2005-1, Computational Action and Vision Lab University of Minnesota, 2005, clmc () PDF BibTeX