Alessandro Abate

Alessandro Abate

University of Oxford

H-index: 44

Europe-United Kingdom

About Alessandro Abate

Alessandro Abate, With an exceptional h-index of 44 and a recent h-index of 33 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Formal Verification, Control Theory, Stochastic Hybrid Systems, Cyber-Physical Systems, Energy and Safety-Critical Systems.

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

Control design of discrete-time unicycle model using satisfiability modulo theory

Smart abstraction of dynamical systems via a Cantor-Kantorovich distance between Markov chains

Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis

Safe Reach Set Computation via Neural Barrier Certificates

Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions

Probabilistic Reach-Avoid for Bayesian Neural Networks

Distributionally Robust Aggregation of Electric Vehicle Flexibility

Data-driven Interval MDP for Robust Control Synthesis

Alessandro Abate Information

University

Position

Professor of Verification and Control

Citations(all)

6873

Citations(since 2020)

3933

Cited By

4458

hIndex(all)

44

hIndex(since 2020)

33

i10Index(all)

153

i10Index(since 2020)

102

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Alessandro Abate Skills & Research Interests

Formal Verification

Control Theory

Stochastic Hybrid Systems

Cyber-Physical Systems

Energy and Safety-Critical Systems

Top articles of Alessandro Abate

Title

Journal

Author(s)

Publication Date

Control design of discrete-time unicycle model using satisfiability modulo theory

Systems Science & Control Engineering

Dieky Adzkiya

Muhammad Syifa'ul Mufid

Febrianti Silviana Saputri

Alessandro Abate

2024/12/31

Smart abstraction of dynamical systems via a Cantor-Kantorovich distance between Markov chains

Adrien Banse

Licio Romao

Alessandro Abate

Raphaël M Jungers

UCLouvain ICTEAM

2024

Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis

Proceedings of the AAAI Conference on Artificial Intelligence

Rohan Mitta

Hosein Hasanbeig

Jun Wang

Daniel Kroening

Yiannis Kantaros

...

2024/3/24

Safe Reach Set Computation via Neural Barrier Certificates

arXiv preprint arXiv:2404.18813

Alessandro Abate

Sergiy Bogomolov

Alec Edwards

Kostiantyn Potomkin

Sadegh Soudjani

...

2024/4/29

Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions

Proceedings of the AAAI Conference on Artificial Intelligence

Virginie Debauche

Alec Edwards

Raphaël M Jungers

Alessandro Abate

2024/3/24

Probabilistic Reach-Avoid for Bayesian Neural Networks

Artificial Intelligence

Matthew Wicker

Luca Laurenti

Andrea Patane

Nicola Paoletti

Alessandro Abate

...

2024/4/17

Distributionally Robust Aggregation of Electric Vehicle Flexibility

Authorea Preprints

Karan Mukhi

Chengrui Qu

Alessandro Abate

2024/3/14

Data-driven Interval MDP for Robust Control Synthesis

arXiv preprint arXiv:2404.08344

Rudi Coppola

Andrea Peruffo

Licio Romao

Alessandro Abate

Manuel Mazo Jr

2024/4/12

Quantifying the Sensitivity of Inverse Reinforcement Learning to Misspecification

arXiv preprint arXiv:2403.06854

Joar Skalse

Alessandro Abate

2024/3/11

A Stability-Based Abstraction Framework for Reach-Avoid Control of Stochastic Dynamical Systems with Unknown Noise Distributions

arXiv preprint arXiv:2404.01726

Thom Badings

Licio Romao

Alessandro Abate

Nils Jansen

2024/4/2

Distributed Markov Chain Monte Carlo Sampling based on the Alternating Direction Method of Multipliers

arXiv preprint arXiv:2401.15838

Alexandros E Tzikas

Licio Romao

Mert Pilanci

Alessandro Abate

Mykel J Kochenderfer

2024/1/29

Reasoning about Causality in Games (Abstract Reprint)

Proceedings of the AAAI Conference on Artificial Intelligence

Lewis Hammond

James Fox

Tom Everitt

Ryan Carey

Alessandro Abate

...

2024/3/24

On Imperfect Recall in Multi-Agent Influence Diagrams

James Fox

Matt MacDermott

Lewis Hammond

Paul Harrenstein

Alessandro Abate

...

2023/7/11

Fossil 2.0: Formal Certificate Synthesis for the Verification and Control of Dynamical Models

arXiv preprint arXiv:2311.09793

Alec Edwards

Andrea Peruffo

Alessandro Abate

2023/11/16

Probabilities are not enough: Formal controller synthesis for stochastic dynamical models with epistemic uncertainty

Proceedings of the AAAI Conference on Artificial Intelligence

Thom Badings

Licio Romao

Alessandro Abate

Nils Jansen

2023/6/26

Distributionally robust optimal and safe control of stochastic systems via kernel conditional mean embedding

Licio Romao

Ashish R Hota

Alessandro Abate

2023/12/13

Grid-free computation of probabilistic safety with malliavin calculus

IEEE Transactions on Automatic Control

Francesco Cosentino

Harald Oberhauser

Alessandro Abate

2023/1/24

Robust Abstraction-Based Planning in Stochastic Dynamical Models with Epistemic Uncertainty

TS Badings

Licio Romao

Alessandro Abate

Nils Jansen

2023

Synthesising programs with non-trivial constants

Journal of Automated Reasoning

Alessandro Abate

Haniel Barbosa

Clark Barrett

Cristina David

Pascal Kesseli

...

2023/6

Correct-by-Construction Control for Stochastic and Uncertain Dynamical Models via Formal Abstractions

arXiv preprint arXiv:2311.09786

Thom Badings

Nils Jansen

Licio Romao

Alessandro Abate

2023/11/16

See List of Professors in Alessandro Abate University(University of Oxford)

Co-Authors

H-index: 139
Shankar Sastry

Shankar Sastry

University of California, Berkeley

H-index: 87
Claire Tomlin

Claire Tomlin

University of California, Berkeley

H-index: 75
Marta Kwiatkowska

Marta Kwiatkowska

University of Oxford

H-index: 35
Maria Prandini

Maria Prandini

Politecnico di Milano

H-index: 34
Majid Zamani

Majid Zamani

University of Colorado Boulder

H-index: 31
Jianghai Hu

Jianghai Hu

Purdue University

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