Mehdi Dastani
15 papers · 2013–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Renaissance Researcher
(6)
π
Conference Pioneer
π
Century Club Β· Bronze
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Keyword Collector
(60)
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(5)
Knowledge & Reasoning
(4)
Reasoning
(4)
Reinforcement Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Applications Β· Reinforcement Learning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
formal methods
(2)
probabilistic temporal logic
(2)
multi-agent system
(2)
causal inference
(2)
belief revision
(2)
model checking
(2)
temporal logic
(2)
curriculum learning
(1)
information bottleneck
(1)
policy optimization
(1)
task-oriented dialogue
(1)
policy learning
(1)
markov decision process
(1)
conditional entropy
(1)
social media analysis
(1)
sentiment analysis
(1)
multi-armed bandit
(1)
safe reinforcement learning
(1)
structural equation model
(1)
stance detection
(1)
Papers
Abstractions in Causal Models and Game Structures
CLeaR 2026
Rational Revision of Group Intentions
AAAI 2026
The Minimal Search Space for Conditional Causal Bandits
UAI 2026
Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models
AAAI 2025
The Causal Information Bottleneck and Optimal Causal Variable Abstractions
UAI 2025
Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping
EMNLP 2024
Fundamental Properties of Causal Entropy and Information Gain
CLeaR 2024
Pure-Past Action Masking
AAAI 2024
Revising Beliefs and Intentions in Stochastic Environments
IJCAI 2024
Data-Driven Revision of Conditional Norms in Multi-Agent Systems (Extended Abstract)
IJCAI 2023
Probabilistic Temporal Logic for Reasoning about Bounded Policies
IJCAI 2023
Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media
EMNLP 2020
Verifying Existence of Resource-Bounded Coalition Uniform Strategies
IJCAI 2016
AGM Revision of Beliefs about Action and Time
IJCAI 2015
Reasoning about Normative Update
IJCAI 2013