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Patrick Ferber
Patrick Ferber
Saarland University, University of Basel
Bestätigte E-Mail-Adresse bei unibas.ch - Startseite
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Zitiert von
Zitiert von
Jahr
Deep learning for cost-optimal planning: Task-dependent planner selection
S Sievers, M Katz, S Sohrabi, H Samulowitz, P Ferber
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7715-7723, 2019
332019
Online planner selection with graph neural networks and adaptive scheduling
T Ma, P Ferber, S Huo, J Chen, M Katz
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5077-5084, 2020
24*2020
Neural network heuristics for classical planning: A study of hyperparameter space
P Ferber, M Helmert, J Hoffmann
ECAI 2020, 2346-2353, 2020
192020
Neural Network Heuristic Functions for Classical Planning: Bootstrapping and Comparison to Other Methods
P Ferber, F Geißer, F Trevizan, M Helmert, J Hoffmann
Proc. ICAPS, 2022
5*2022
IPC: A Benchmark Data Set for Learning with Graph-Structured Data
P Ferber, T Ma, S Huo, J Chen, M Katz
arXiv preprint arXiv:1905.06393, 2019
42019
Explainable Planner Selection for Classical Planning
P Ferber, J Seipp
1*2022
Using neural networks for distance estimation in planning
P Ferber
Universität des Saarlandes Saarbrücken, 2017
12017
Neural Network Heuristic Functions: Taking Confidence into Account
D Heller, P Ferber, J Bitterwolf, M Hein, J Hoffmann
2022
Methods and systems for improving heuristic searches for artificial intelligence planning
M Katz, PC Ferber
US Patent App. 16/741,431, 2021
2021
Simplified Planner Selection
P Ferber
Proceedings of the 12th Workshop on Heuristics and Search for Domain …, 2020
2020
Learning and Exploiting Progress States in Greedy Best-First Search
P Ferber, L Cohen, J Seipp, T Keller
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