Patrick Ferber

13 papers A* 8A 1B 1Journal 2
YearRankTypeTitle / Venue / Authors
2024 A* conf
Abstraction Heuristics for Factored Tasks.
ICAPS
Clemens Büchner, Patrick Ferber, Jendrik Seipp, Malte Helmert
2024 A* conf
Guiding GBFS through Learned Pairwise Rankings.
IJCAI
Mingyu Hao, Felipe W. Trevizan, Sylvie Thiébaux, Patrick Ferber, Jörg Hoffmann
2022 A* conf
Debugging a Policy: Automatic Action-Policy Testing in AI Planning.
ICAPS
Marcel Steinmetz, Daniel Fiser, Hasan Ferit Eniser, Patrick Ferber, Timo P. Gros, Philippe Heim, Daniel Höller, Xandra Schuler, Valentin Wüstholz, Maria Christakis, Jörg Hoffmann
2022 A* conf
Explainable Planner Selection for Classical Planning.
AAAI
Patrick Ferber, Jendrik Seipp
2022 A* conf
Learning and Exploiting Progress States in Greedy Best-First Search.
IJCAI
Patrick Ferber, Liat Cohen, Jendrik Seipp, Thomas Keller
2022 — —
Machine learning for classical planning: neural network heuristics, online portfolios, and state space topologies.
Patrick Ferber
2022 A* conf
Neural Network Heuristic Functions for Classical Planning: Bootstrapping and Comparison to Other Methods.
ICAPS
Patrick Ferber, Florian Geißer, Felipe W. Trevizan, Malte Helmert, Jörg Hoffmann
2022 B conf
Neural Network Heuristic Functions: Taking Confidence into Account.
SOCS
Daniel Heller, Patrick Ferber, Julian Bitterwolf, Matthias Hein, Jörg Hoffmann
2020 A conf
Neural Network Heuristics for Classical Planning: A Study of Hyperparameter Space.
ECAI
Patrick Ferber, Malte Helmert, Jörg Hoffmann
2020 A* conf
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling.
AAAI
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz
2019 A* conf
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection.
AAAI
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
2019 J jnl
IPC: A Benchmark Data Set for Learning with Graph-Structured Data.
CoRR
Patrick Ferber, Tengfei Ma, Siyu Huo, Jie Chen, Michael Katz
2018 J jnl
Adaptive Planner Scheduling with Graph Neural Networks.
CoRR
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz