Alexander Shleyfman

37 papers A* 22A 5B 2Journal 5Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Managing Infinite Abstractions in Numeric Pattern Database Heuristics. AAAI Markus Fritzsche, Daniel Gnad, Mikhail Gruntov, Alexander Shleyfman
2026	J	`jnl`	Personalized Medication Planning via Direct Domain Modeling and LLM-Generated Heuristics. CoRR Yonatan Vernik, Alexander Tuisov, David Izhaki, Hana Weitman, Gal A. Kaminka, Alexander Shleyfman
2025	J	`jnl`	LLM-Generated Heuristics for AI Planning: Do We Even Need Domain-Independence Anymore? CoRR Alexander Tuisov, Yonatan Vernik, Alexander Shleyfman
2025	A*	`conf`	PDBs Go Numeric: Pattern-Database Heuristics for Simple Numeric Planning. AAAI Daniel Gnad, Lee-or Alon, Eyal Weiss, Alexander Shleyfman
2025	A*	`conf`	Towards a Unified View of Social Laws with Instantaneous Actions. IJCAI Alexander Tuisov, Evgeny Mishlyakov, Alexander Shleyfman, Erez Karpas
2024	B	`conf`	A Deterministic Search Approach for Solving Stochastic Drone Search and Rescue Planning Without Communications. SOCS Evgeny Mishlyakov, Mikhail Gruntov, Alexander Shleyfman, Erez Karpas
2024	A	`conf`	Good Things Come to Those Who Wait: The Power of Sensing in Social Laws. ECAI Alexander Tuisov, Alexander Shleyfman, Erez Karpas
2024	A	`conf`	Planning to be Healthy: Towards Personalized Medication Planning. ECAI Lee-or Alon, Hana Weitman, Alexander Shleyfman, Gal A. Kaminka
2024	—	`conf`	Towards Explainable General Medication Planning. EXPLIMED@ECAI Lee-or Alon, Hana Weitman, Alexander Shleyfman, Gal A. Kaminka
2023	A*	`conf`	Automated Verification of Social Laws in Numeric Settings. AAAI Ronen Nir, Alexander Shleyfman, Erez Karpas
2023	A	`conf`	Extracting and Exploiting Bounds of Numeric Variables for Optimal Linear Numeric Planning. ECAI Ryo Kuroiwa, Alexander Shleyfman, J. Christopher Beck
2023	A*	`conf`	Planning over Integers: Compilations and Undecidability. ICAPS Daniel Gnad, Malte Helmert, Peter Jonsson, Alexander Shleyfman
2023	A*	`conf`	Structurally Restricted Fragments of Numeric Planning - a Complexity Analysis. AAAI Alexander Shleyfman, Daniel Gnad, Peter Jonsson
2023	A*	`conf`	Symmetry Detection and Breaking in Linear Cost-Optimal Numeric Planning. ICAPS Alexander Shleyfman, Ryo Kuroiwa, J. Christopher Beck
2022	A*	`conf`	LM-Cut Heuristics for Optimal Linear Numeric Planning. ICAPS Ryo Kuroiwa, Alexander Shleyfman, J. Christopher Beck
2022	J	`jnl`	The LM-Cut Heuristic Family for Optimal Numeric Planning with Simple Conditions. J. Artif. Intell. Res. Ryo Kuroiwa, Alexander Shleyfman, Chiara Piacentini, Margarita P. Castro, J. Christopher Beck
2021	J	`jnl`	Computational Complexity of Computing Symmetries in Finite-Domain Planning. J. Artif. Intell. Res. Alexander Shleyfman, Peter Jonsson
2021	A*	`conf`	Counterfactual Explanations for Optimization-Based Decisions in the Context of the GDPR. IJCAI Anton Korikov, Alexander Shleyfman, J. Christopher Beck
2021	A*	`conf`	LM-cut and Operator Counting Heuristics for Optimal Numeric Planning with Simple Conditions. ICAPS Ryo Kuroiwa, Alexander Shleyfman, Chiara Piacentini, Margarita P. Castro, J. Christopher Beck
2021	B	`conf`	Learning-Based Synthesis of Social Laws in STRIPS. SOCS Ronen Nir, Alexander Shleyfman, Erez Karpas
2020	A*	`conf`	Automated Synthesis of Social Laws in STRIPS. AAAI Ronen Nir, Alexander Shleyfman, Erez Karpas
2019	A*	`conf`	On Computational Complexity of Automorphism Groups in Classical Planning. ICAPS Alexander Shleyfman
2019	A*	`conf`	Operator Mutexes and Symmetries for Simplifying Planning Tasks. AAAI Daniel Fiser, Álvaro Torralba, Alexander Shleyfman
2018	—	`conf`	Position Paper: Reasoning About Domains with PDDL. AAAI Spring Symposia Alexander Shleyfman, Erez Karpas
2018	J	`jnl`	To aggregate or to eliminate? Optimal model simplification for improved process performance prediction. Inf. Syst. Arik Senderovich, Alexander Shleyfman, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum
2017	A*	`conf`	Automated Verification of Social Law Robustness in STRIPS. ICAPS Erez Karpas, Alexander Shleyfman, Moshe Tennenholtz
2017	A*	`conf`	Symmetry Breaking in Star-Topology Decoupled Search. ICAPS Daniel Gnad, Álvaro Torralba, Alexander Shleyfman, Jörg Hoffmann
2016	A*	`conf`	Blind Search for Atari-Like Online Planning Revisited. IJCAI Alexander Shleyfman, Alexander Tuisov, Carmel Domshlak
2016	A	`conf`	P ^3 -Folder: Optimal Model Simplification for Improving Accuracy in Process Performance Prediction. BPM Arik Senderovich, Alexander Shleyfman, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum
2015	A*	`conf`	Factored Symmetries for Merge-and-Shrink Abstractions. AAAI Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
2015	A*	`conf`	Heuristics and Symmetries in Classical Planning. AAAI Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
2015	A*	`conf`	Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning. IJCAI Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
2015	A*	`conf`	On Interruptible Pure Exploration in Multi-Armed Bandits. AAAI Alexander Shleyfman, Antonín Komenda, Carmel Domshlak
2014	A	`conf`	On Combinatorial Actions and CMABs with Linear Side Information. ECAI Alexander Shleyfman, Antonín Komenda, Carmel Domshlak
2014	—	`conf`	On Robustness of CMAB Algorithms: Experimental Approach. CGW@ECAI Antonín Komenda, Alexander Shleyfman, Carmel Domshlak
2013	A*	`conf`	Symmetry Breaking: Satisficing Planning and Landmark Heuristics. ICAPS Carmel Domshlak, Michael Katz, Alexander Shleyfman
2012	A*	`conf`	Enhanced Symmetry Breaking in Cost-Optimal Planning as Forward Search. ICAPS Carmel Domshlak, Michael Katz, Alexander Shleyfman