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Items where contributor is "Ferber, Patrick"

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2020

Ma, Tengfei and Ferber, Patrick and Huo, Siyu and Chen, Jie and Katz, Michael. (2020) Online Planner Selection with Graph Neural Networks and Adaptive Scheduling. In: Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020), 34. pp. 5077-5084.

Ferber, Patrick and Helmert, Malte and Hoffmann, Jörg. (2020) Neural Network Heuristics for Classical Planning: A Study of Hyperparameter Space. In: 24th European Conference on Artificial Intelligence, 29 August–8 September 2020, 325. pp. 2346-2353.

Ferber, Patrick. (2020) Simplified Planner Selection. Proceedings of the 12th Workshop on Heuristics and Search for Domain-independent Planning (HSDIP). pp. 102-110.

Ferber, Patrick and Helmert, Malte and Hoffmann, Jörg. (2020) Reinforcement Learning for Planning Heuristics. Proceedings of the 1st Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL). pp. 119-126.

Ferber, Patrick and Seipp, Jendrik. (2020) Explainable Planner Selection. In Proceedings of the International Workshop of Explainable AI Planning (XAIP).

2019

Sievers, Silvan and Katz, Michael and Sohrabi, Shirin and Samulowitz, Horst and Ferber, Patrick. (2019) Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. In: Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), 33. pp. 7715-7723.

Ferber, Patrick and Ma, Tengfei and Huo, Siyu and Chen, Jie and Katz, Michael. (2019) IPC: A Benchmark Data Set for Learning with Graph-Structured Data. Proceedings in the ICML 2019 Workshop on Learning and Reasoning with Graph-Structured Representations.