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Matthias Mayr
Matthias Mayr
PhD @ Lund University, RiACT
Verified email at cs.lth.se - Homepage
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Year
Lanelet2: A high-definition map framework for the future of automated driving
F Poggenhans, JH Pauls, J Janosovits, S Orf, M Naumann, F Kuhnt, ...
2018 21st International Conference on Intelligent Transportation Systems …, 2018
2952018
Skill-Based Multi-Objective Reinforcement Learning of Industrial Robot Tasks With Planning and Knowledge Integration
M Mayr, F Ahmad, K Chatzilygeroudis, L Nardi, V Krueger
2022 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1995 …, 2022
232022
Learning of Parameters in Behavior Trees for Movement Skills
M Mayr, K Chatzilygeroudis, F Ahmad, L Nardi, V Krueger
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
202021
Learning Skill-based Industrial Robot Tasks with User Priors
M Mayr, C Hvarfner, K Chatzilygeroudis, L Nardi, V Krueger
2022 IEEE 18th International Conference on Automation Science and …, 2022
192022
Combining Planning, Reasoning and Reinforcement Learning to solve Industrial Robot Tasks
M Mayr, F Ahmad, K Chatzilygeroudis, L Nardi, V Krueger
IROS 2022 Workshop on Trends and Advances in Machine Learning and Automated …, 2022
112022
Learning to Adapt the Parameters of Behavior Trees and Motion Generators (BTMGs) to Task Variations
F Ahmad, M Mayr, V Krueger
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
9*2023
Generalizing Behavior Trees and Motion-Generator (BTMG) Policy Representation for Robotic Tasks Over Scenario Parameters
F Ahmad, M Mayr, EA Topp, J Malec, V Krueger
2022 IJCAI Planning and Reinforcement Learning Workshop, 2022
82022
SkiROS2: A skill-based Robot Control Platform for ROS
M Mayr, F Rovida, V Krueger
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
72023
Using Knowledge Representation and Task Planning for Robot-agnostic Skills on the Example of Contact-Rich Wiping Tasks
M Mayr, F Ahmad, A Duerr, V Krueger
2023 IEEE 19th International Conference on Automation Science and …, 2023
72023
A C++ Implementation of a Cartesian Impedance Controller for Robotic Manipulators
M Mayr, JM Salt-Ducaju
arXiv preprint arXiv:2212.11215, 2022
62022
iiwa_ros: A ROS Stack for KUKA’s IIWA robots using the Fast Research Interface
K Chatzilygeroudis, M Mayr, B Fichera, A Billard
URL: http://github. com/epfl-lasa/iiwa_ros (visited on 2023-06-07), 2019
52019
EzSkiROS: A Case Study on Embedded Robotics DSLs to Catch Bugs Early
M Rizwan, R Caldas, C Reichenbach, M Mayr
2023 IEEE/ACM 5th International Workshop on Robotics Software Engineering …, 2023
32023
BeBOP--Combining Reactive Planning and Bayesian Optimization to Solve Robotic Manipulation Tasks
J Styrud, M Mayr, E Hellsten, V Krueger, C Smith
arXiv preprint arXiv:2310.00971, 2023
22023
A Mobile Robot System for Ambient Intelligence
M Mayr
Karlsruhe Insititut of Technology (KIT), Halmstad University, 2014
12014
Adaptable Recovery Behaviors in Robotics: A Behavior Trees and Motion Generators (BTMG) Approach for Failure Management
F Ahmad, M Mayr, S Suresh-Fazeela, V Kreuger
arXiv preprint arXiv:2404.06129, 2024
2024
Learning with Skill-based Robot Systems: Combining Planning & Knowledge Representation with Reinforcement Learning
M Mayr
2024
Flexible and Adaptive Manufacturing by Complementing Knowledge Representation, Reasoning and Planning with Reinforcement Learning
M Mayr, F Ahmad, V Krueger
IROS 2023 Workshop: Robotics & AI in Future Factory, 2023
2023
How to Set Up & Learn New Robot Tasks with Explainable Behaviors?
M Mayr, F Ahmad, K Chatzilygeroudis, L Nardi, V Krueger
European Robotics Forum, 2022
2022
Parametrization of Behavior Trees for Industrial Assembly Skills through Reinforcement Learning
M Mayr, V Krueger
2019 SAIS Workshop, 2019
2019
Ambient Intelligence and Robotics: complementing one another to support Ambient Assisted Living
W Ourique de Morais, M Mayr, N Wickström, R Philippsen
13th International Conference Intelligent Autonomous Systems, Padova …, 2014
2014
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