Regions of Inaccurate Modeling for Robot Anomaly Detection and Model Correction

To make intelligent decisions, robots often use models of the stochastic effects of their actions on the world. Unfortunately, in complex environments, it is often infeasible to create models that are accurate in every plausible situation, which can lead to suboptimal performance. This thesis enable...

Full description

Bibliographic Details
Main Author: Mendoza, Juan Pablo
Format: Others
Published: Research Showcase @ CMU 2017
Online Access:http://repository.cmu.edu/dissertations/1059
http://repository.cmu.edu/cgi/viewcontent.cgi?article=2098&context=dissertations