Matteo Leonetti

Matteo Leonetti

University of Leeds

H-index: 21

Europe-United Kingdom

About Matteo Leonetti

Matteo Leonetti, With an exceptional h-index of 21 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Leeds, specializes in the field of Artificial Intelligence, Machine Learning, Robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Getting stuck in a rut as an emergent feature of a dynamic decision-making system

Deciphering the Cognitive Complexity of Road Crossing Decisions: A Novel Model Integrating Time-Varying Drift Rates, Signal Suppression, and Utility Maximization

Braking behaviour of automated vehicles as critical implicit communication for pedestrians’ vehicle behaviour estimation and road crossing

Online Human Capability Estimation through Reinforcement Learning and Interaction

Beyond RMSE: Do machine-learned models of road user interaction produce human-like behavior?

Deceleration parameters as implicit communication signals for pedestrians’ crossing decisions and estimations of automated vehicle behaviour

Explaining human interactions on the road by large-scale integration of computational psychological theory

Goal-Conditioned Action Space Reduction for Deformable Object Manipulation

Matteo Leonetti Information

University

Position

School of Computing

Citations(all)

1623

Citations(since 2020)

1307

Cited By

659

hIndex(all)

21

hIndex(since 2020)

17

i10Index(all)

30

i10Index(since 2020)

25

Email

University Profile Page

University of Leeds

Google Scholar

View Google Scholar Profile

Matteo Leonetti Skills & Research Interests

Artificial Intelligence

Machine Learning

Robotics

Top articles of Matteo Leonetti

Title

Journal

Author(s)

Publication Date

Getting stuck in a rut as an emergent feature of a dynamic decision-making system

bioRxiv

Matthew Warburton

Jack Brookes

Mohamed Hasan

Matteo Leonetti

Mehmet Dogar

...

2020/6/3

Deciphering the Cognitive Complexity of Road Crossing Decisions: A Novel Model Integrating Time-Varying Drift Rates, Signal Suppression, and Utility Maximization

Yi-Shin Lin

Jac Billington

Aravinda Ramakrishnan Srinivasan

Matteo Leonetti

Gustav Markkula

2024/4/16

Braking behaviour of automated vehicles as critical implicit communication for pedestrians’ vehicle behaviour estimation and road crossing

Kai Tian

Athanasios Tzigieras

Chongfeng Wei

Yee Mun Lee

Christopher Holmes

...

2023

Online Human Capability Estimation through Reinforcement Learning and Interaction

Chengke Sun

Anthony G Cohn

Matteo Leonetti

2023/10/1

Beyond RMSE: Do machine-learned models of road user interaction produce human-like behavior?

IEEE Transactions on Intelligent Transportation Systems

Aravinda Ramakrishnan Srinivasan

Yi-Shin Lin

Morris Antonello

Anthony Knittel

Mohamed Hasan

...

2022/6

Deceleration parameters as implicit communication signals for pedestrians’ crossing decisions and estimations of automated vehicle behaviour

Accident Analysis & Prevention

Kai Tian

Athanasios Tzigieras

Chongfeng Wei

Yee Mun Lee

Christopher Holmes

...

2023/9/1

Explaining human interactions on the road by large-scale integration of computational psychological theory

PNAS nexus

Gustav Markkula

Yi-Shin Lin

Aravinda Ramakrishnan Srinivasan

Jac Billington

Matteo Leonetti

...

2023/6

Goal-Conditioned Action Space Reduction for Deformable Object Manipulation

Shengyin Wang

Rafael Papallas

Matteo Leouctti

Mehmet Dogar

2023/5/29

The COMMOTIONS Urban Interactions Driving Simulator Study Dataset

arXiv preprint arXiv:2305.11909

Aravinda Ramakrishnan Srinivasan

Julian Schumann

Yueyang Wang

Yi-Shin Lin

Michael Daly

...

2023/5/17

Analysing eye gaze patterns during confusion and errors in human–agent collaborations

Lennart Wachowiak

Peter Tisnikar

Gerard Canal

Andrew Coles

Matteo Leonetti

...

2022/8/29

Towards Autonomous Collaborative Robots that Adapt and Explain

IEEE ICRA 2022 workshop on prediction and anticipation reasoning in human robot interaction

Peter Tisnikar

Lennart Wachowiak

Gerard Canal

Andrew Coles

Matteo Leonetti

...

2022/6/9

A novel optimization perspective to the problem of designing sequences of tasks in a reinforcement learning framework

Optimization and Engineering

Ruggiero Seccia

Francesco Foglino

Matteo Leonetti

Simone Sagratella

2023/6

A utility maximization model of pedestrian and driver interactions

IEEE Access

Yi-Shin Lin

Aravinda Ramakrishnan Srinivasan

Matteo Leonetti

Jac Billington

Gustav Markkula

2022/10/18

Proceedings of the AI-HRI Symposium at AAAI-FSS 2022

arXiv preprint arXiv:1909.04812

Justin W Hart

Nick DePalma

Richard G Freedman

Luca Iocchi

Matteo Leonetti

...

2019/9/11

Reducing the Planning Horizon Through Reinforcement Learning

Logan Dunbar

Benjamin Rosman

Anthony G Cohn

Matteo Leonetti

2022/9/19

Occlusion-Aware Search for Object Retrieval in Clutter

Wissam Bejjani

Wisdom C Agboh

Mehmet R Dogar

Matteo Leonetti

2021/9/29

Meta-Reinforcement Learning for Heuristic Planning

Proceedings of the International Conference on Automated Planning and Scheduling

Ricardo Luna Gutierrez

Matteo Leonetti

2021/5/17

Learning image-based receding horizon planning for manipulation in clutter

Robotics and Autonomous Systems

Wissam Bejjani

Matteo Leonetti

Mehmet R Dogar

2021/1/23

A comparative study of spatio-temporal U-nets for tissue segmentation in surgical robotics

IEEE Transactions on Medical Robotics and Bionics

Aleks Attanasio

Chiara Alberti

Bruno Scaglioni

Nils Marahrens

Alejandro F Frangi

...

2021/1/26

AI-HRI 2021 Proceedings

arXiv preprint arXiv:2109.10836

Reuth Mirsky

Megan Zimmerman

Muneed Ahmad

Shelly Bagchi

Felix Gervits

...

2021/9/22

See List of Professors in Matteo Leonetti University(University of Leeds)

Co-Authors

H-index: 77
Alejandro F Frangi

Alejandro F Frangi

University of Leeds

H-index: 58
Anthony (Tony) G Cohn

Anthony (Tony) G Cohn

University of Leeds

H-index: 58
Daniele Nardi

Daniele Nardi

Sapienza Università di Roma

H-index: 47
Matthew E. Taylor

Matthew E. Taylor

University of Alberta

H-index: 46
Luca Iocchi

Luca Iocchi

Sapienza Università di Roma

H-index: 35
Gustav Markkula

Gustav Markkula

University of Leeds

academic-engine