Author

Z. G. Saribatur

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Conference Open access Sep 2026

Towards Reasonable AI: Foundations for Abstraction and Generalized Reasoning

Human reasoning relies on abstraction and generalization, in order to make decisions flexible under changing conditions while ignoring irrelevant details and focusing on the essence. Developing AI systems with such abilities, while ensuring transparency and explainability on the reasoning behind the made decision, rema...

Z. G. Saribatur · Proceedings of the Thirty-Fi... · 0 citations

Conference Open access Sep 2026

Abstracting the Indistinguishable in ASP

This work examines the computational complexity of existing abstraction techniques based on clustering (faithful and uniform abstractions) and proposes a novel syntactic operator to achieve uniform abstractions, when possible, and explores properties needed to reach abstractions from syntactic symmetry.

Z. G. Saribatur, Markus Hecher, J. Fichte · Proceedings of the Thirty-Fi... · 1 citation

Incremental Planning over Lifted Abstractions

This work proposes to abstract the planning task for abstract solutions that are then repaired into concrete plans for the input task, and showcases domains in which drawing an abstract plan and repairing it is signiﬁcantly faster than solving the original problem.

M. Kornherr, Daniel Gnad, Z. G. Saribatur et al. · 0 citations