Mehdi Dastani

Mehdi Dastani

Universiteit Utrecht

H-index: 46

Europe-Netherlands

About Mehdi Dastani

Mehdi Dastani, With an exceptional h-index of 46 and a recent h-index of 20 (since 2020), a distinguished researcher at Universiteit Utrecht, specializes in the field of multi-agent systems, artificial intelligence, computer science.

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

A survey of multi-agent deep reinforcement learning with communication

Sample Efficient Reinforcement Learning by Automatically Learning to Compose Subtasks

Bootstrapped Policy Learning: Goal Shaping for Efficient Task-oriented Dialogue Policy Learning

Actual Trust in Multiagent Systems

Formal Specification of Actual Trust in Multiagent Systems

Pure-past action masking

Fundamental Properties of Causal Entropy and Information Gain

Decomposed Deep Q-Network for Coherent Task-Oriented Dialogue Policy Learning

Mehdi Dastani Information

University

Position

Professor Chair for Intelligent Systems

Citations(all)

8908

Citations(since 2020)

1929

Cited By

7732

hIndex(all)

46

hIndex(since 2020)

20

i10Index(all)

163

i10Index(since 2020)

59

Email

University Profile Page

Universiteit Utrecht

Google Scholar

View Google Scholar Profile

Mehdi Dastani Skills & Research Interests

multi-agent systems

artificial intelligence

computer science

Top articles of Mehdi Dastani

Title

Journal

Author(s)

Publication Date

A survey of multi-agent deep reinforcement learning with communication

Autonomous Agents and Multi-Agent Systems

Changxi Zhu

Mehdi Dastani

Shihan Wang

2024/6

Sample Efficient Reinforcement Learning by Automatically Learning to Compose Subtasks

arXiv preprint arXiv:2401.14226

Shuai Han

Mehdi Dastani

Shihan Wang

2024/1/25

Bootstrapped Policy Learning: Goal Shaping for Efficient Task-oriented Dialogue Policy Learning

Yangyang Zhao

Mehdi Dastani

Shihan Wang

2024/5/6

Actual Trust in Multiagent Systems

Michael Akintunde

Vahid Yazdanpanah

Asieh Salehi Fathabadi

Corina Cirstea

Mehdi Dastani

...

2024/5/6

Formal Specification of Actual Trust in Multiagent Systems

Michael Akintunde

Vahid Yazdanpanah

Asieh Salehi

Corina Cirstea

Mehdi Dastani

...

2024/4

Pure-past action masking

Giovanni Varricchione

Natasha Alechina

Mehdi Dastani

Giuseppe De Giacomo

Brian Logan

...

2024

Fundamental Properties of Causal Entropy and Information Gain

arXiv preprint arXiv:2402.01341

Francisco NFQ Simoes

Mehdi Dastani

Thijs van Ommen

2024/2/2

Decomposed Deep Q-Network for Coherent Task-Oriented Dialogue Policy Learning

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Yangyang Zhao

Kai Yin

Zhenyu Wang

Mehdi Dastani

Shihan Wang

2024/1/29

PX-MBT: A framework for model-based player experience testing

Science of Computer Programming

Saba Gholizadeh Ansari

ISWB Prasetya

Mehdi Dastani

Gabriele Keller

Davide Prandi

...

2024/9/1

Responsibility of AI systems

AI & Society

Mehdi Dastani

Vahid Yazdanpanah

2022/3/16

Generating a Spatially Explicit Synthetic Population from Aggregated Data

Citizen-Centric Multiagent Systems 2023 (CMAS’23)

Marco Pellegrino

Jan de Mooij

Tabea Sonnenschein

Mehdi Dastani

Dick Ettema

...

2023/5/30

What do you care about: inferring values from emotions

arXiv preprint arXiv:2311.06250

Jieting Luo

Mehdi Dastani

Thomas Studer

Beishui Liao

2023/8/23

GenSynthPop: Generating a Spatially Explicit Synthetic Population of Agents and Households from Aggregated Data

Marco Pellegrino

Jan de Mooij

Tabea Sonnenschein

Mehdi Dastani

Dick Ettema

...

2023/10/9

Probabilistic temporal logic for reasoning about bounded policies

Nima Motamed

Natasha Alechina

Mehdi Dastani

Dragan Doder

Brian Logan

2023/3

Model-based Sparse Communication in Multi-agent Reinforcement Learning

Shuai Han

Mehdi Dastani

Shihan Wang

2023/5/30

Providing Personalized Explanations: A Conversational Approach

Jieting Luo

Thomas Studer

Mehdi Dastani

2023/8/2

Causal Entropy and Information Gain for Measuring Causal Control

Francisco Nunes Ferreira Quialheiro Simoes

Mehdi Dastani

Thijs van Ommen

2023/9/30

Check for Dynamics of Causal Dependencies in Multi-agent Settings

Engineering Multi-Agent Systems: 11th International Workshop, EMAS 2023, London, UK, May 29-30, 2023, Revised Selected Papers

Maksim Gladyshev

ID Natasha Alechina

Mehdi Dastani

Dragan Doder

2023

Bayesian network conflict detection for normative monitoring of black-box systems

The International FLAIRS Conference Proceedings

Annet Onnes

Mehdi Dastani

Silja Renooij

2023/5/8

Group responsibility for exceeding risk threshold

Maksim Gladyshev

Natasha Alechina

Mehdi Dastani

Dragan Doder

2023/8/1

See List of Professors in Mehdi Dastani University(Universiteit Utrecht)

Co-Authors

H-index: 61
Frank Dignum

Frank Dignum

Umeå universitet

H-index: 59
Leendert (Leon) van der Torre

Leendert (Leon) van der Torre

Université du Luxembourg

H-index: 43
Rafael H. Bordini

Rafael H. Bordini

Pontifícia Universidade Católica do Rio Grande do Sul

H-index: 37
Jürgen Dix

Jürgen Dix

Technische Universität Clausthal

H-index: 32
Davide Grossi

Davide Grossi

Rijksuniversiteit Groningen

H-index: 29
Natasha Alechina

Natasha Alechina

Universiteit Utrecht

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