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03/25/2023
Heuristic Search for Multi-Objective Probabilistic Planning
Heuristic search is a powerful approach that has successfully been appli...
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11/29/2019
Learning Domain-Independent Planning Heuristics with Hypergraph Networks
We present the first approach capable of learning domain-independent pla...
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08/04/2019
ASNets: Deep Learning for Generalised Planning
In this paper, we discuss the learning of generalised policies for proba...
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09/13/2017
Action Schema Networks: Generalised Policies with Deep Learning
In this paper, we introduce the Action Schema Network (ASNet): a neural ...
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06/30/2017