David Parker

David Parker

University of Birmingham

H-index: 59

Europe-United Kingdom

About David Parker

David Parker, With an exceptional h-index of 59 and a recent h-index of 36 (since 2020), a distinguished researcher at University of Birmingham, specializes in the field of Automated Verification, Probabilistic Model Checking.

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

Tools at the frontiers of quantitative verification: QComp 2023 competition report

Robust control for dynamical systems with non-gaussian noise via formal abstractions

The Hamiltonian Cycle and Travelling Salesperson problems with traversal-dependent edge deletion

Safe POMDP Online Planning via Shielding

Multi-agent verification and control with probabilistic model checking

Distributional Probabilistic Model Checking

Strategy synthesis for zero-sum neuro-symbolic concurrent stochastic games

A value-based dynamic learning approach for vehicle dispatch in ride-sharing

David Parker Information

University

Position

Professor of Computer Science

Citations(all)

15946

Citations(since 2020)

5165

Cited By

12957

hIndex(all)

59

hIndex(since 2020)

36

i10Index(all)

128

i10Index(since 2020)

91

Email

University Profile Page

University of Birmingham

Google Scholar

View Google Scholar Profile

David Parker Skills & Research Interests

Automated Verification

Probabilistic Model Checking

Top articles of David Parker

Title

Journal

Author(s)

Publication Date

Tools at the frontiers of quantitative verification: QComp 2023 competition report

R Andriushchenko

A Bork

CE Budde

M Češka

K Grover

...

2024

Robust control for dynamical systems with non-gaussian noise via formal abstractions

Journal of Artificial Intelligence Research

Thom Badings

Licio Romao

Alessandro Abate

David Parker

Hasan A. Poonawala

...

2023/1/21

The Hamiltonian Cycle and Travelling Salesperson problems with traversal-dependent edge deletion

Journal of Computational Science

Sarah Carmesin

David Woller

David Parker

Miroslav Kulich

Masoumeh Mansouri

2023/12/1

Safe POMDP Online Planning via Shielding

arXiv preprint arXiv:2309.10216

Shili Sheng

David Parker

Lu Feng

2023/9/19

Multi-agent verification and control with probabilistic model checking

David Parker

2023/9/15

Distributional Probabilistic Model Checking

arXiv preprint arXiv:2309.05584

Ingy Elsayed-Aly

David Parker

Lu Feng

2023/9/11

Strategy synthesis for zero-sum neuro-symbolic concurrent stochastic games

arXiv preprint arXiv:2202.06255

Rui Yan

Gabriel Santos

Gethin Norman

David Parker

Marta Kwiatkowska

2022/2/13

A value-based dynamic learning approach for vehicle dispatch in ride-sharing

Cheng Li

David Parker

Qi Hao

2022/10/23

Verified probabilistic policies for deep reinforcement learning

Edoardo Bacci

David Parker

2022/5/20

Tools and algorithms for the construction and analysis of systems: a special issue for TACAS 2020

Susanne Graf

Michael Schwartzbach

2000/3/15

Symbolic verification and strategy synthesis for turn-based stochastic games

Marta Kwiatkowska

Gethin Norman

David Parker

Gabriel Santos

2022/12/29

Multi-objective controller synthesis with uncertain human preferences

Shenghui Chen

Kayla Boggess

David Parker

Lu Feng

2022/5/4

Formal Modeling and Analysis of Timed Systems: 20th International Conference, FORMATS 2022, Warsaw, Poland, September 13–15, 2022, Proceedings

Sergiy Bogomolov

2022

Robust anytime learning of markov decision processes

Advances in Neural Information Processing Systems

Marnix Suilen

Thiago D Simão

David Parker

Nils Jansen

2022/12/6

Probabilistic model checking and autonomy

Marta Kwiatkowska

Gethin Norman

David Parker

2022/5/3

Finite-horizon equilibria for neuro-symbolic concurrent stochastic games

Rui Yan

Gabriel Santos

Xiaoming Duan

David Parker

Marta Kwiatkowska

2022/8/17

Planning for automated vehicles with human trust

ACM Transactions on Cyber-Physical Systems

Shili Sheng

Erfan Pakdamanian

Kyungtae Han

Ziran Wang

John Lenneman

...

2022/11/5

Correlated equilibria and fairness in concurrent stochastic games

Marta Kwiatkowska

Gethin Norman

David Parker

Gabriel Santos

2022/3/30

Probabilistic model checking for strategic equilibria-based decision making: Advances and challenges

Marta Kwiatkowska

Gethin Norman

David Parker

Gabriel Santos

Rui Yan

2022/6/30

Partially-Observable Security Games for Automating Attack-Defense Analysis

arXiv preprint arXiv:2211.01508

Narges Khakpour

David Parker

2022/11/2

See List of Professors in David Parker University(University of Birmingham)

Co-Authors

H-index: 75
Marta Kwiatkowska

Marta Kwiatkowska

University of Oxford

H-index: 71
John Heath

John Heath

University of Birmingham

H-index: 51
Gethin Norman

Gethin Norman

University of Glasgow

H-index: 37
Roberto Segala

Roberto Segala

Università degli Studi di Verona

H-index: 33
Nick Hawes

Nick Hawes

University of Oxford

H-index: 29
Taolue Chen

Taolue Chen

Birkbeck, University of London

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