Patrick Ferber

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Heuristic Functions

Classical Planning

Planning Problems

Top Venues

Publications

Clemens Büchner, Patrick Ferber, Jendrik Seipp, Malte Helmert
Abstraction Heuristics for Factored Tasks. ICAPS (2024)
Patrick Ferber, Liat Cohen, Jendrik Seipp, Thomas Keller
Learning and Exploiting Progress States in Greedy Best-First Search. IJCAI (2022)
Patrick Ferber, Jendrik Seipp
Explainable Planner Selection for Classical Planning. AAAI (2022)
Patrick Ferber, Florian Geißer, Felipe W. Trevizan, Malte Helmert, Jörg Hoffmann
Neural Network Heuristic Functions for Classical Planning: Bootstrapping and Comparison to Other Methods. ICAPS (2022)
Marcel Steinmetz, Daniel Fiser, Hasan Ferit Eniser, Patrick Ferber, Timo P. Gros, Philippe Heim, Daniel Höller, Xandra Schuler, Valentin Wüstholz, Maria Christakis, Jörg Hoffmann
Debugging a Policy: Automatic Action-Policy Testing in AI Planning. ICAPS (2022)
Daniel Heller, Patrick Ferber, Julian Bitterwolf, Matthias Hein, Jörg Hoffmann
Neural Network Heuristic Functions: Taking Confidence into Account. SOCS (2022)
Patrick Ferber, Malte Helmert, Jörg Hoffmann
Neural Network Heuristics for Classical Planning: A Study of Hyperparameter Space. ECAI (2020)
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling. AAAI (2020)
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. AAAI (2019)
Patrick Ferber, Tengfei Ma, Siyu Huo, Jie Chen, Michael Katz
IPC: A Benchmark Data Set for Learning with Graph-Structured Data. CoRR (2019)
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz
Adaptive Planner Scheduling with Graph Neural Networks. CoRR (2018)