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Eric Sauser

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Related publications (17)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Iterative Learning of Grasp Adaptation through Human Corrections

Aude Billard, Eric Sauser, Brenna Dee Argall

In the context of object interaction and manipulation, one characteristic of a robust grasp is its ability to comply with external perturbations applied to the grasped object while still maintaining the grasp. In this work we introduce an approach for gras ...

Elsevier2012

Evaluation of a probabilistic approach to learn and reproduce gestures by imitation

Aude Billard, Sylvain Calinon, Eric Sauser

We present an approach based on Hidden Markov Model (HMM) and Gaussian Mixture Regression (GMR) to learn robust models of human motion through imitation. The proposed approach allows us to extract redundancies across multiple demonstrations and build time- ...

2010

Tactile Guidance for Policy Refinement and Reuse

Aude Billard, Eric Sauser, Brenna Dee Argall

Demonstration learning is a powerful and practical technique to develop robot behaviors. Even so, development remains a challenge and possible demonstration limitations can degrade policy performance. This work presents an approach for policy improvement a ...

2010