Chalmers University of Technology

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Showing 13 publications

2025

Enabling Robots to Identify Missing Steps in Robot Tasks for Guided Learning from Demonstration

Maximilian Diehl, Tathagata Chakraborti, Karinne Ramirez-Amaro
Proceedings of the 2025 IEEE/SICE International Symposium on System Integration (SII), p. 43-48
Paper in proceeding
2025

Leveraging Symbolic Models in Reinforcement Learning for Multi-skill Chaining

Wenhao Lu, Maximilian Diehl, Jonas Sjöberg et al
2025 IEEE/SICE International Symposium on System Integration, SII 2025, p. 29-36
Paper in proceeding
2024

Learning Robot Skills From Demonstration for Multi-Agent Planning

Maximilian Diehl, Isacco Zappa, Andrea Maria Zanchettin et al
IEEE International Conference on Automation Science and Engineering, p. 2348-2355
Paper in proceeding
2024

Generating and Transferring Priors for Causal Bayesian Network Parameter Estimation in Robotic Tasks*

Maximilian Diehl, Karinne Ramirez-Amaro
IEEE Robotics and Automation Letters (2), p. 1011 -1018
Journal article
2023

A causal-based approach to explain, predict and prevent failures in robotic tasks

Maximilian Diehl, Karinne Ramirez-Amaro
Robotics and Autonomous Systems
Journal article
2023

The Importance of Human Factors for Trusted Human-Robot Collaborations

Karinne Ramirez-Amaro, Ilaria Torre, Maximilian Diehl et al
ACM International Conference Proceeding Series, p. 502-503
Paper in proceeding
2022

Why Did I Fail? a Causal-Based Method to Find Explanations for Robot Failures

Maximilian Diehl, Karinne Ramirez-Amaro
IEEE Robotics and Automation Letters (4), p. 8925-8932
Journal article
2021

Optimizing robot planning domains to reduce search time for long-horizon planning

Maximilian Diehl, Chris Paxton, Karinne Ramirez-Amaro
Other conference contribution
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Publications for Chalmers University of Technology

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