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Hector Geffner

Learning Sketch Decompositions in Planning via Deep Reinforcement Learning

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Dec 11, 2024
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Learning Lifted STRIPS Models from Action Traces Alone: A Simple, General, and Scalable Solution

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Nov 22, 2024
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Learning to Ground Existentially Quantified Goals

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Sep 30, 2024
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Symmetries and Expressive Requirements for Learning General Policies

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Sep 24, 2024
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Learning Generalized Policies for Fully Observable Non-Deterministic Planning Domains

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Apr 03, 2024
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On Policy Reuse: An Expressive Language for Representing and Executing General Policies that Call Other Policies

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Mar 25, 2024
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Learning General Policies for Classical Planning Domains: Getting Beyond C$_2$

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Mar 18, 2024
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General Policies, Subgoal Structure, and Planning Width

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Nov 09, 2023
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Language-Based Causal Representation Learning

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Jul 12, 2022
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Learning Generalized Policies Without Supervision Using GNNs

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May 12, 2022
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