Mehrdad Karrabi
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Research topics
Keywords
stochastic game
(2)
robust mdp
(2)
markov decision process
(1)
policy iteration
(1)
linear programming
(1)
uncertainty set
(1)
robust markov decision process
(1)
average reward
(1)
linear arithmetic
(1)
polytopic uncertainty
(1)
polynomial arithmetic
(1)
probabilistic model checking
(1)
robust policy iteration
(1)
quantifier elimination
(1)
template-based skolemization
(1)
parity objective
(1)
reachability objective
(1)
automated reasoning
(1)
strongly polynomial time
(1)
formal verification
(1)
Papers
Qualitative Analysis of ω-Regular Objectives on Robust MDPs
AAAI 2026
Strongly Polynomial Time Complexity of Policy Iteration for $L_∞$ Robust MDPs
COLT 2026
Quantified Linear and Polynomial Arithmetic Satisfiability via Template-based Skolemization
AAAI 2025
Solving Long-run Average Reward Robust MDPs via Stochastic Games
IJCAI 2024