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cs.AI2025
On Learning Action Costs from Input Plans
Marianela Morales, Alberto Pozanco, Giuseppe Canonaco +3
Most of the work on learning action models focus on learning the actions' dynamics from input plans. This allows us to specify the valid plans of a planning task. However, very lit…
cs.AI2024
TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners
Tomas de la Rosa, Sriram Gopalakrishnan, Alberto Pozanco +2
Travel planning is a complex task that involves generating a sequence of actions related to visiting places subject to constraints and maximizing some user satisfaction criteria. T…