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Elena Lazkano
Researcher at University of the Basque Country
Publications - 85
Citations - 764
Elena Lazkano is an academic researcher from University of the Basque Country. The author has contributed to research in topics: Robot & Mobile robot. The author has an hindex of 15, co-authored 80 publications receiving 624 citations.
Papers
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Journal ArticleDOI
On the use of Bayesian Networks to develop behaviours for mobile robots
TL;DR: Both the performance of the learning mechanism and the experiments run in the real robot-environment system show that Bayesian Networks are valuable learning mechanisms, able to deal with the uncertainty and variability inherent to such systems.
Book ChapterDOI
Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS
TL;DR: An investigation for predicting the conduct of cirrhotic patients treated with TIPS is carried out using a clinical database with 107 cases and 77 attributes and a new Estimation of Distribution Algorithms based approach is applied.
Journal ArticleDOI
Pick and Place Operations in Logistics Using a Mobile Manipulator Controlled with Deep Reinforcement Learning
TL;DR: This study focused on robotic operations in logistics, specifically, on picking objects in unstructured areas using a mobile manipulator configuration using a deep reinforcement learning (DRL) approach.
Journal ArticleDOI
Learning to traverse doors using visual information
TL;DR: A new approach that uses visual information to anticipate that a door has to be crossed and combines then visual information with ultrasonic sensors, the robot approaches the door until an adequate distance is reached.
Proceedings ArticleDOI
Humanizing NAO robot teleoperation using ROS
TL;DR: Two different ROS packages to enrich the teleoperation of the robot NAO are proposed: speech-based teleoperation (in Basque) and gesture-basedteleoperation together with arm control.