Ali Asadi

5 papers · 2025–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver ⭐ Rising Star (5)

Venues

AAAI (2) UAI (2) COLT (1)

Top co-authors

Krishnendu Chatterjee (5) Raimundo Saona (2) Mehrdad Karrabi (2) Ali Shafiee (2) David Lurie (1) Jakob de Raaij (1) Carlo Pagano (1) Ehsan Goharshady (1) Ehsan Kafshdar Goharshady (1) Alipasha Montaseri (1)

Research topics

Machine Learning (3) Reinforcement Learning (3) Learning Types (3) Methods (3) Artificial Intelligence (2) Mathematics & Optimization (2) Core AI (2) Optimization (2) Computer Science (1) Foundations (1)

Keywords

parity objective (2) policy iteration (2) probabilistic model checking (2) partially observable markov decision process (2) uncertainty set (1) lower bound (1) stochastic game (1) robust markov decision process (1) robust mdp (1) mean-payoff objective (1) reachability objective (1) limit-sure winning (1) revealing pomdp (1) strongly polynomial time (1) deterministic markov decision process (1) limit-sure reachability (1) sequential decision making (1) small memory policy (1) computational complexity (1) markov decision process (1)

Papers

Qualitative Analysis of ω-Regular Objectives on Robust MDPs AAAI 2026 Revealing POMDPs: Qualitative and Quantitative Analysis for Parity Objectives AAAI 2026 Strongly Polynomial Time Complexity of Policy Iteration for $L_∞$ Robust MDPs COLT 2026 Limit-sure Reachability for Small Memory Policies in POMDPs is NP-complete UAI 2025 Lower Bound on Howard Policy Iteration for Deterministic Markov Decision Processes UAI 2025