6 citations · 15 across the 12 of their papers we have counts for
3 papers · 1 filter
Learning Domain-Independent Heuristics for Grounded and Lifted Planning
Dillon Z. Chen, Sylvie Thiébaux, Felipe Trevizan
We present three novel graph representations of planning tasks suitable for learning domain-independent heuristics using Graph Neural Networks (GNNs) to guide search. In particular…
A More General Theory of Diagnosis from First Principles
Alban Grastien, Patrik Haslum, Sylvie Thiébaux
Model-based diagnosis has been an active research topic in different communities including artificial intelligence, formal methods, and control. This has led to a set of disparate…
Heuristic Search for Multi-Objective Probabilistic Planning
Dillon Chen, Felipe Trevizan, Sylvie Thiébaux
Heuristic search is a powerful approach that has successfully been applied to a broad class of planning problems, including classical planning, multi-objective planning, and probab…