PPaperPicks

Mehdi Dastani

Utrecht University, Netherlands

16 papers at tracked venues · 3 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4641-4087 ↗Google Scholar ↗Homepage ↗

Venues

AAMAS ×6AAAI ×3ECAI ×3EMNLP ×1IJCAI ×1KR ×1UAI ×1

Frequent coauthors

Natasha Alechina
×8
Shihan Wang
×5
Brian Logan
×4
Dragan Doder
×3
Giovanni Varricchione
×3
Nima Motamed
×2
Changxi Zhu
×2
Yangyang Zhao
×2
Sylvia S. Kerkhove
×1
Inês Lynce
×1
Nello Murano
×1
Mauro Vallati
×1

Papers

  1. Rational Revision of Group Intentions
    AAAI 2026 ·
    Nima Motamed
    ,
    Natasha Alechina
    , Mehdi Dastani,
    Dragan Doder
  2. Causes and Strategies in Multiagent Systems
    AAMAS 2025 ·
    Sylvia S. Kerkhove
    ,
    Natasha Alechina
    , Mehdi Dastani
  3. ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy - Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025)
    ECAI 2025 ·
    Inês Lynce
    ,
    Nello Murano
    ,
    Mauro Vallati
    ,
    Serena Villata
    ,
    Federico Chesani
    ,
    Michela Milano
    ,
    Andrea Omicini
    , Mehdi Dastani
  4. Pushdown Reward Machines for Reinforcement Learning
    KR 2025 ·
    Giovanni Varricchione
    ,
    Toryn Q. Klassen
    ,
    Natasha Alechina
    , Mehdi Dastani,
    Brian Logan
    ,
    Sheila A. McIlraith
  5. Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning
    AAMAS 2025 ·
    Changxi Zhu
    , Mehdi Dastani,
    Shihan Wang
  6. Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models
    AAAI 2025 ·
    Maksim Gladyshev
    ,
    Natasha Alechina
    , Mehdi Dastani,
    Dragan Doder
    ,
    Brian Logan
  7. The Causal Information Bottleneck and Optimal Causal Variable Abstractions
    UAI 2025 ·
    Francisco Nunes Ferreira Quialheiro Simoes
    , Mehdi Dastani,
    Thijs van Ommen
  8. A Survey of Multi-Agent Deep Reinforcement Learning with Communication
    AAMAS 2024 ·
    Changxi Zhu
    , Mehdi Dastani,
    Shihan Wang
  9. Actual Trust in Multiagent Systems
    AAMAS 2024 ·
    Michael Akintunde
    ,
    Vahid Yazdanpanah
    ,
    Asieh Salehi Fathabadi
    ,
    Corina Cîrstea
    , Mehdi Dastani,
    Luc Moreau
  10. Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping
    EMNLP 2024 ·
    Yangyang Zhao
    ,
    Ben Niu
    , Mehdi Dastani,
    Shihan Wang
  11. Bootstrapped Policy Learning: Goal Shaping for Efficient Task-oriented Dialogue Policy Learning
    AAMAS 2024 ·
    Yangyang Zhao
    , Mehdi Dastani,
    Shihan Wang
  12. Learning Reward Structure with Subtasks in Reinforcement Learning
    ECAI 2024 ·
    Shuai Han
    , Mehdi Dastani,
    Shihan Wang
  13. Maximally Permissive Reward Machines
    ECAI 2024 ·
    Giovanni Varricchione
    ,
    Natasha Alechina
    , Mehdi Dastani,
    Brian Logan
  14. Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, Auckland, New Zealand, May 6-10, 2024
    AAMAS 2024 · Mehdi Dastani,
    Jaime Simão Sichman
    ,
    Natasha Alechina
    ,
    Virginia Dignum
  15. Pure-Past Action Masking
    AAAI 2024 ·
    Giovanni Varricchione
    ,
    Natasha Alechina
    , Mehdi Dastani,
    Giuseppe De Giacomo
    ,
    Brian Logan
    ,
    Giuseppe Perelli
  16. Revising Beliefs and Intentions in Stochastic Environments
    IJCAI 2024 ·
    Nima Motamed
    ,
    Natasha Alechina
    , Mehdi Dastani,
    Dragan Doder