28 results
(View BibTeX file of all listed publications)

**Learning Latent Space Dynamics for Tactile Servoing**
In *Proceedings of the IEEE International Conference on Robotics and Automation (ICRA) 2019*, IEEE, International Conference on Robotics and Automation, May 2019 (inproceedings) Accepted

**Automated Generation of Reactive Programs from Human Demonstration for Orchestration of Robot Behaviors**
*ArXiv*, 2019 (article)

**Path integral-based stochastic optimal control for rigid body dynamics**
In *Adaptive Dynamic Programming and Reinforcement Learning, 2009. ADPRL ’09. IEEE Symposium on*, pages: 219-225, 2009, clmc (inproceedings)

**Learning locomotion over rough terrain using terrain templates**
In *Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on*, pages: 167-172, 2009, clmc (inproceedings)

**Computational models for neuromuscular function**
*IEEE Reviews in Biomedical Engineering – (All authors have equally contributed)*, (2):110?135, 2009, clmc (article)

**Compact models of motor primitive variations for predictible reaching and obstacle avoidance**
In *IEEE-RAS International Conference on Humanoid Robots (Humanoids 2009)*, Paris, Dec.7-10, 2009, clmc (inproceedings)

**Human optimization strategies under reward feedback**
In *Abstracts of Neural Control of Movement Conference (NCM 2009)*, Waikoloa, Hawaii, 2009, 2009, clmc (inproceedings)

**Bayesian Methods for Autonomous Learning Systems (Phd Thesis)**
Department of Computer Science, University of Southern California, Los Angeles, CA, 2009, clmc (phdthesis)

**On-line learning and modulation of periodic movements with nonlinear dynamical systems**
*Autonomous Robots*, 27(1):3-23, 2009, clmc (article)

**The SL simulation and real-time control software package**
University of Southern California, Los Angeles, CA, 2009, clmc (techreport)

**Local dimensionality reduction for non-parametric regression**
*Neural Processing Letters*, 2009, clmc (article)

**The SL simulation and real-time control software package**
University of Southern California, Los Angeles, CA, 2009, clmc (techreport)

**Learning and generalization of motor skills by learning from demonstration**
In *International Conference on Robotics and Automation (ICRA2009)*, Kobe, Japan, May 12-19, 2009, 2009, clmc (inproceedings)

**Compliant quadruped locomotion over rough terrain**
In *Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on*, pages: 814-820, 2009, clmc (inproceedings)

**Incorporating Muscle Activation-Contraction dynamics to an optimal control framework for finger movements**
*Abstracts of Neural Control of Movement Conference (NCM 2009)*, 2009, clmc (article)

**Inertial parameter estimation of floating-base humanoid systems using partial force sensing**
In *IEEE-RAS International Conference on Humanoid Robots (Humanoids 2009)*, Paris, Dec.7-10, 2009, clmc (inproceedings)

**On-line learning and modulation of periodic movements with nonlinear dynamical systems**
*Autonomous Robots*, 27(1):3-23, 2009, clmc (article)

**Learning operational space control**
In *Robotics: Science and Systems II (RSS 2006)*, pages: 255-262, (Editors: Gaurav S. Sukhatme and Stefan Schaal and Wolfram Burgard and Dieter Fox), Cambridge, MA: MIT Press, RSS , 2006, clmc (inproceedings)

**Reinforcement Learning for Parameterized Motor Primitives**
In *Proceedings of the 2006 International Joint Conference on Neural Networks*, pages: 73-80, IJCNN, 2006, clmc (inproceedings)

**Statistical Learning of LQG controllers**
*Technical Report-2006-1*, Computational Action and Vision Lab University of Minnesota, 2006, clmc (techreport)

**Approximate nearest neighbor regression in very high dimensions**
In *Nearest-Neighbor Methods in Learning and Vision*, pages: 103-142, (Editors: Shakhnarovich, G.;Darrell, T.;Indyk, P.), Cambridge, MA: MIT Press, 2006, clmc (inbook)

**Programmable pattern generators**
In *3rd International Conference on Computational Intelligence in Neuroscience*, pages: 48-51, Research Triangle Park, NC, Oct. 24-28, October 1998, clmc (inproceedings)

**Robust local learning in high dimensional spaces**
In *5th Joint Symposium on Neural Computation*, pages: 186-193, Institute for Neural Computation, University of California, San Diego, San Diego, CA, 1998, clmc (inproceedings)

**Local dimensionality reduction**
In *Advances in Neural Information Processing Systems 10*, pages: 633-639, (Editors: Jordan, M. I.;Kearns, M. J.;Solla, S. A.), MIT Press, Cambridge, MA, 1998, clmc (inproceedings)

**Constructive incremental learning from only local information**
*Neural Computation*, 10(8):2047-2084, 1998, clmc (article)

**Biomimetic gaze stabilization based on a study of the vestibulocerebellum**
In *European Workshop on Learning Robots*, pages: 84-94, Edinburgh, UK, 1998, clmc (inproceedings)

**Towards biomimetic vision**
In *International Conference on Intelligence Robots and Systems*, pages: 872-879, Victoria, Canada, 1998, clmc (inproceedings)

**Local adaptive subspace regression**
*Neural Processing Letters*, 7(3):139-149, 1998, clmc (article)