Ståhlberg, Simon
- Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits
2021/09/21 by Simon Ståhlberg, Blai Bonet, Ståhlberg, Simon +3 · 6 citations
Computer Science · #Machine Learning and Algorithms #AI-based Problem Solving and Planning #Topic Modeling
- Learning More Expressive General Policies for Classical Planning Domains
2024/03/18 by Simon Ståhlberg, Blai Bonet, Ståhlberg, Simon +3 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Generalized Policies Without Supervision Using GNNs
2022/05/12 by Simon Ståhlberg, Ståhlberg, Simon, Blai Bonet +3 · 4 citations
Computer Science · #Topic Modeling #AI-based Problem Solving and Planning #Logic, Reasoning, and Knowledge
- Symmetries and Expressive Requirements for Learning General Policies
2024/09/24 by Dominik Drexler, Simon Ståhlberg, Drexler, Dominik +5 · 3 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #FOS: Computer and information sciences
- Learning to Ground Existentially Quantified Goals
2024/09/30 by Martin Funkquist, Simon Ståhlberg, Funkquist, Martin +3 · 1 citation
Decision Sciences · #Leadership, Behavior, and Decision-Making Studies