| 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 | 41 | 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 | 34* | 2020 |
| Neural network heuristics for classical planning: A study of hyperparameter space P Ferber, M Helmert, J Hoffmann ECAI 2020, 2346-2353, 2020 | 34 | 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 | 13* | 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 | 5 | 2019 |
| Explainable Planner Selection for Classical Planning P Ferber, J Seipp Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022 | 4* | 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 | 2 | 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 | 2 | 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 | 1 | 2022 |
| Simplified Planner Selection P Ferber Proceedings of the 12th Workshop on Heuristics and Search for Domain …, 2020 | 1 | 2020 |
| Using neural networks for distance estimation in planning P Ferber Universität des Saarlandes Saarbrücken, 2017 | 1 | 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 | | 2022 |
| Machine learning for classical planning: neural network heuristics, online portfolios, and state space topologies PC Ferber Saarländische Universitäts-und Landesbibliothek, 2022 | | 2022 |
| Methods and systems for improving heuristic searches for artificial intelligence planning M Katz, PC Ferber US Patent App. 16/741,431, 2021 | | 2021 |
