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Nejc Likar

2 accepted papers

2018

Learning by Demonstration and Adaptation of Finishing Operations Using Virtual Mechanism Approach

ICRA 2018poster

In this paper we propose a new approach for efficient programming of grinding and polishing operation. In the proposed system, the initial policy is performed by a skilled operator and recorded with a passive digitizer. The demonstrated policy comprises both position and force data. The optimal robo…

Cited by 18SourceScholar
2017

Enhancing the performance of adaptive iterative learning control with reinforcement learning

IROS 2017poster

In this study we propose a new method to enhance the performance of iterative learning control (ILC). We focus on robotic tasks dealing with adaptation to the unknown or partially known environment, where the robot has to learn the environment geometry in order to perform the desired task with the g…

Cited by 19SourceScholar