Publication List
Conference Papers
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Algorithms for Deciding the Safety of States in Fully Observable Non-deterministic Problems
Proceedings of the 36th International Conference on Automated Planning and Scheduling (ICAPS 2026)
Johannes Schmalz, Chaahat Jain
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Probabilistic HTN Planning: Formalization and Computational Complexity Analysis
Proceedings of 22nd International Conference on Principles of Knowledge Representation and Reasoning (KR 2025)
Mohammad Yousefi, Johannes Schmalz, Patrik Haslum, Pascal Bercher
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Solving Constrained Stochastic Shortest Path Problems with Scalarisation
Proceedings of the 28th European Conference on Artificial Intelligence (ECAI 2025)
Johannes Schmalz, Felipe Trevizan
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Finding Optimal Deterministic Policies for Constrained Stochastic Shortest Path Problems
Proceedings of the 27th European Conference on Artificial Intelligence (ECAI 2024)
Johannes Schmalz, Felipe Trevizan
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Efficient Constraint Generation for Stochastic Shortest Path Problems
Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024)
Johannes Schmalz, Felipe Trevizan
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Journal Papers
- Efficient Constraint Generation for Stochastic Shortest Path Problems
Artificial Intelligence Journal (AIJ) 2026
Johannes Schmalz, Felipe Trevizan
[more]
Workshop Papers
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Iterative Planning with MUGS Explanations: Exploring the Design Space
Workshop of Human-Aware and Explainable Planning (HAXP 2026) at ICAPS 2026
Johannes Schmalz, David Groß, Rebecca Eifler, Julián Méndez, Raimund Dachselt, Stefan Gumhold, Jörg Hoffmann
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Finding Plans and Heuristics with Spectral Graph Theory
Workshop on Heuristics and Search for Domain-independent Planning (HSDIP 2025) at ICAPS 2025
Johannes Schmalz
[pdf] [more]
PhD Thesis