Silvan Sievers

5 papers · 2016–2021 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

IJCAI (4) AAAI (1)

Top co-authors

Malte Helmert (2) Martin Wehrle (2) Álvaro Torralba (1) Thomas Keller (1) Michael Katz (1) Horst Samulowitz (1) Shirin Sohrabi (1) Florian Pommerening (1) Patrick Ferber (1)

Research topics

Artificial Intelligence (4) Core AI (4) Knowledge & Reasoning (2) Reasoning (2) Deep Learning (1) Machine Learning (1) Mathematics & Optimization (1) Architectures (1) Core Methods (1) Learning Types (1) Mathematics (1) Optimization (1) Techniques (1)

Keywords

classical planning (2) feature extraction (1) automated planning (1) deep learning (1) heuristic search (1) image representation (1) convolutional neural network (1) planning task (1) search algorithm (1) optimal planning (1) merge-and-shrink heuristic (1) factored transition system (1) task reformulation (1) domain-independent planning (1) state-space minimization (1) cost-optimal planning (1) state-space search (1) search pruning (1) pruning technique (1) planner selection (1)

Papers

On Weak Stubborn Sets in Classical Planning IJCAI 2021 Cost-Partitioned Merge-and-Shrink Heuristics for Optimal Classical Planning IJCAI 2020 Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection AAAI 2019 Merge-and-Shrink Task Reformulation for Classical Planning IJCAI 2019 Graph-Based Factorization of Classical Planning Problems IJCAI 2016