Picture of Tommaso Benciolini

Tommaso Benciolini

Technical University of Munich

Chair of Automatic Control Engineering (Prof. Buss)

Postal address

Postal:
Theresienstr. 90
80333 München

  • t.benciolini(at)tum.de

Brief Biography

10/2020 - 06/2024 Research Associate and Ph.D. Student
Chair of Automatic Control Engineering (LSR)
Technical University of Munich, Germany
04/2023 - 09/2023 Research Stay
Mechanical Systems Control Lab
University of California Berkeley, USA
02/2020 - 06/2020    Master thesis: Model-Based Distributed Strategies for Detection and Isolation of Covert Cyber-Attacks in Networked Systems
Control and Power Group
Imperial College London, United Kingdom
2018 - 2020 Master of Science: Automation Engineering
Focus: Dynamical Systems and Control Theory, Robotics, Machine Learning
University of Padova, Italy
2015 - 2018 Bachelor of Science: Information Engineering
Focus: Computer Science, Electronics, Telecommunications, Automation
University of Padova, Italy

Research Interests

  • Model Predictive Control
  • Stochastic Model Predictive Control
  • Autonomous Driving

Publications

2024

  • Benciolini, Tommaso; Fink, Michael; Güzelkaya, Nehir; Wollherr, Dirk; Leibold, Marion: Safe and Non-Conservative Trajectory Planning for Autonomous Driving Handling Unanticipated Behaviors of Traffic Participants. Accepted to the 27th IEEE International Conference on Intelligent Transportation Systems, 2024 more… BibTeX Full text (mediaTUM)
  • Benciolini, Tommaso; Tang, Chen; Leibold, Marion; Weaver, Catherine; Tomizuka, Masayoshi; Zhan, Wei: Active Exploration in Iterative Gaussian Process Regression for Uncertainty Modeling in Autonomous Racing. IEEE Transactions on Control Systems Technology, 2024 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
  • Benciolini, Tommaso; Yan, Yuntian; Wollherr, Dirk; Leibold, Marion: Combining Belief Function Theory and Stochastic Model Predictive Control for Multi-Modal Uncertainty in Autonomous Driving. American Control Conference (ACC), 2024 more… BibTeX Full text ( DOI ) Full text (mediaTUM)

2023

2022

  • Benciolini, Tommaso; Brüdigam, Tim; Wollherr, Dirk; Leibold, Marion: Linear Safety Constraints for Urban Automated Driving: a Case Differentiation. 15th International Symposium on Advanced Vehicle Control (AVEC22), 2022 more… BibTeX

2021