Sebastian Stein

Sebastian Stein

University of Southampton

H-index: 24

Europe-United Kingdom

About Sebastian Stein

Sebastian Stein, With an exceptional h-index of 24 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Southampton, specializes in the field of Artificial Intelligence, Multi-Agent Systems, Mechanism Design, Smart Mobility, Crowdsourcing.

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

Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing

LBKT: a LSTM BERT-based knowledge tracing model for long-sequence data

Balancing EV demand at charging stations using multi-agent reinforcement learning

Adaptive incentive engineering in citizen-centric AI

EVtonomy: a personalised route planner for electric vehicles

Deep reinforcement learning with coalition action selection for online combinatorial resource allocation with arbitrary action space

Online Decentralised Mechanisms for Dynamic Ridesharing

Fair and efficient ride-scheduling: a preference-driven approach

Sebastian Stein Information

University

Position

Associate Professor of Artificial Intelligence

Citations(all)

2331

Citations(since 2020)

1229

Cited By

1609

hIndex(all)

24

hIndex(since 2020)

17

i10Index(all)

50

i10Index(since 2020)

34

Email

University Profile Page

University of Southampton

Google Scholar

View Google Scholar Profile

Sebastian Stein Skills & Research Interests

Artificial Intelligence

Multi-Agent Systems

Mechanism Design

Smart Mobility

Crowdsourcing

Top articles of Sebastian Stein

Title

Journal

Author(s)

Publication Date

Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing

arXiv preprint arXiv:2402.11653

Tesfay Zemuy Gebrekidan

Sebastian Stein

Timothy J Norman

2024/2/18

LBKT: a LSTM BERT-based knowledge tracing model for long-sequence data

Zhaoxing Li

Jujie Yang

Jindi Wang

Jiayi Feng

Sebastian Stein

2024/6/10

Balancing EV demand at charging stations using multi-agent reinforcement learning

Rory Coulson

Elnaz Shafipour

Sebastian Stein

Jan Buermann

Suleiman Sharkh

...

2024

Adaptive incentive engineering in citizen-centric AI

Behrad Koohy

Jan Buermann

Sebastian Stein

Vahid Yazdanpanah

Enrico Gerding

...

2024/5/6

EVtonomy: a personalised route planner for electric vehicles

Alexandry Augustin

Elnaz Shafipour

Sebastian Stein

2024

Deep reinforcement learning with coalition action selection for online combinatorial resource allocation with arbitrary action space

Tesfay Zemuy Gebrekidan

Sebastian Stein

Timothy J Norman

2024/5/6

Online Decentralised Mechanisms for Dynamic Ridesharing

Nicos Protopapas

Vahid Yazdanpanah

Enrico Gerding

Sebastian Stein

2024/5/6

Fair and efficient ride-scheduling: a preference-driven approach

Journal of Simulation

Yi Cheng Ong

Nicos Protopapas

Vahid Yazdanpanah

Enrico H Gerding

Sebastian Stein

2024/3/15

Responsible AI governance: A response to UN interim report on governing AI for humanity

Sarah Kiden

Bernd Stahl

Beverley Townsend

Carsten Maple

Charles Vincent

...

2024/3/31

Personalised electric vehicle routing using online estimators

Elnaz Shafipour

Sebastian Stein

Selin Ahipasaoglu

2023

Proceedings of the International Workshop on Citizen-Centric Multiagent Systems 2023

Sebastian Stein

Natalia Criado

Behrad Koohy

Kate Larson

Marija Slavkovik

...

2023/5/30

Symbolic incentives and the recruitment of volunteers for citizen science projects

Oxford Economic Papers

Simona Cicognani

Sebastian Stein

Mirco Tonin

Michael Vlassopoulos

2023/10/1

The influence maximisation game

Sukankana Chakraborty

Sebastian Stein

Ananthram Swami

Matthew Jones

Lewis Hill

2023

Computational Responsibility for Trustworthy Citizen-Centric AI

Vahid Yazdanpanah

Jennifer Williams

Sebastian Stein

2023/5/24

Exploiting epistemic uncertainty at inference time for early-exit power saving

Jack Dymond

Sebastian Stein

Stephen Gunn

2023/8/2

Citizen-Centric Multiagent Systems

Sebastian Stein

Vahid Yazdanpanah

2023/5/29

Theoretical Principles of Multi-Agent Reinforcement Learning for Coalitional Bargaining Games

Lucia Cipolina-Kun

Stephen Mak

Ignacio Carlucho

Vahid Yazdanpanah

Sebastian Stein

...

2023/4/11

Reasoning about responsibility in autonomous systems: challenges and opportunities

Vahid Yazdanpanah

Enrico H Gerding

Sebastian Stein

Mehdi Dastani

Catholijn M Jonker

...

2023/8

Efficient and adaptive incentive selection for crowdsourcing contests

Applied Intelligence

Nhat Van-Quoc Truong

Le Cong Dinh

Sebastian Stein

Long Tran-Thanh

Nicholas R Jennings

2023/4

Sustainability-oriented route generation for ridesharing services

Computer Science and Information Systems

Mengya Liu

Vahid Yazdanpanah

Sebastian Stein

Enrico Gerding

2023/7/5

See List of Professors in Sebastian Stein University(University of Southampton)

Co-Authors

H-index: 134
Nick Jennings

Nick Jennings

Imperial College London

H-index: 83
Leandros Tassiulas

Leandros Tassiulas

Yale University

H-index: 73
David C. Parkes

David C. Parkes

Harvard University

H-index: 66
Thomas La Porta

Thomas La Porta

Penn State University

H-index: 58
Alex Rogers

Alex Rogers

University of Oxford

H-index: 51
Sarvapali D. (Gopal) Ramchurn

Sarvapali D. (Gopal) Ramchurn

University of Southampton

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