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Learning Domain-Independent Heuristics for Grounded and Lifted Planning
18 December 2023
Dillon Z. Chen
Sylvie Thiébaux
Felipe W. Trevizan
AI4CE
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Papers citing
"Learning Domain-Independent Heuristics for Grounded and Lifted Planning"
10 / 10 papers shown
Title
Relational GNNs Cannot Learn
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Features for Planning
Dillon Z. Chen
25
0
0
13 Jun 2025
Exploiting Symbolic Heuristics for the Synthesis of Domain-Specific Temporal Planning Guidance using Reinforcement Learning
Irene Brugnara
Alessandro Valentini
Andrea Micheli
51
0
0
19 May 2025
Learning Efficiency Meets Symmetry Breaking
Yingbin Bai
Sylvie Thiébaux
Felipe Trevizan
71
0
0
28 Apr 2025
Graph Learning for Numeric Planning
Dillon Z. Chen
Sylvie Thiébaux
116
0
0
08 Jan 2025
PDDLFuse: A Tool for Generating Diverse Planning Domains
Vedant Khandelwal
Amit Sheth
Forest Agostinelli
107
1
0
29 Nov 2024
WLPlan: Relational Features for Symbolic Planning
Dillon Z. Chen
93
0
0
01 Nov 2024
Deep Learning for Generalised Planning with Background Knowledge
Dillon Z. Chen
Rostislav Horčík
Gustav Šír
60
1
0
10 Oct 2024
Towards Learning Foundation Models for Heuristic Functions to Solve Pathfinding Problems
Vedant Khandelwal
Amit Sheth
Forest Agostinelli
81
2
0
01 Jun 2024
Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning
Dillon Z. Chen
Felipe W. Trevizan
Sylvie Thiébaux
VLM
66
9
0
25 Mar 2024
Choosing a Classical Planner with Graph Neural Networks
Jana Vatter
R. Mayer
Hans-Arno Jacobsen
Horst Samulowitz
Michael Katz
42
0
0
25 Jan 2024
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