Patrick Ferber
Patrick Ferber
Saarland University, University of Basel
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Zitiert von
Zitiert von
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
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
Neural network heuristics for classical planning: A study of hyperparameter space
P Ferber, M Helmert, J Hoffmann
ECAI 2020, 2346-2353, 2020
Reinforcement learning for planning heuristics
P Ferber, M Helmert, J Hoffmann
Proceedings of the 1st workshop on bridging the gap between AI planning and …, 2020
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
Explainable Planner Selection for Classical Planning
P Ferber, J Seipp
Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
Debugging a Policy: Automatic Action-Policy Testing in AI Planning
M Steinmetz, D Fišer, HF Eniser, P Ferber, TP Gros, P Heim, D Höller, ...
Proceedings of the International Conference on Automated Planning and …, 2022
Learning and Exploiting Progress States in Greedy Best-First Search
P Ferber, L Cohen, J Seipp, T Keller
Proceedings of the 31th International Joint Conference on Artificial …, 2022
A Comparison of Abstraction Heuristics for Rubik's Cube
C Büchner, P Ferber, J Seipp, M Helmert
ICAPS 2022 Workshop on Heuristics and Search for Domain-independent Planning, 2022
Simplified Planner Selection
P Ferber
Proceedings of the 12th Workshop on Heuristics and Search for Domain …, 2020
Using neural networks for distance estimation in planning
P Ferber
Universität des Saarlandes Saarbrücken, 2017
Neural Network Heuristic Functions: Taking Confidence into Account
D Heller, P Ferber, J Bitterwolf, M Hein, J Hoffmann
Proceedings of the International Symposium on Combinatorial Search 15 (1 …, 2022
Machine learning for classical planning: neural network heuristics, online portfolios, and state space topologies
PC Ferber
Saarländische Universitäts-und Landesbibliothek, 2022
Methods and systems for improving heuristic searches for artificial intelligence planning
M Katz, PC Ferber
US Patent App. 16/741,431, 2021
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