Héctor Geffner

1. 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
2. Learning First-Order Representations for Planning from Black-Box States:\n New Results
   2021/05/22 by Ivan Dario Jimenez Rodriguez, Blai Bonet, Rodriguez, Ivan D. +5 · 4 citations
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Natural Language Processing Techniques
3. Learning Sketches for Decomposing Planning Problems into Subproblems of Bounded Width: Extended Version
   2022/03/28 by Dominik Drexler, Jendrik Seipp, Drexler, Dominik +3 · 3 citations
   Computer Science · #AI-based Problem Solving and Planning #Logic, Reasoning, and Knowledge #Artificial Intelligence in Games
4. Learning More Expressive General Policies for Classical Planning Domains
   2024/03/18 by Simon Ståhlberg, Ståhlberg, Simon, Blai Bonet +3 · 2 citations
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches: Extended Version
   2021/05/10 by Dominik Drexler, Jendrik Seipp, Drexler, Dominik +3 · 1 citation
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Robotic Path Planning Algorithms
6. Learning Generalized Policies Without Supervision Using GNNs
   2022/05/12 by Simon Ståhlberg, Blai Bonet, Ståhlberg, Simon +3 · 4 citations
   Computer Science · #Topic Modeling #AI-based Problem Solving and Planning #Logic, Reasoning, and Knowledge
7. Symmetries and Expressive Requirements for Learning General Policies
   2024/09/24 by Dominik Drexler, Drexler, Dominik, Simon Ståhlberg +5 · 3 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #FOS: Computer and information sciences
8. Learning Generalized Policies for Fully Observable Non-Deterministic Planning Domains
   2024/04/03 by Till Hofmann, Hofmann, Till, Héctor Geffner +1 · 1 citation
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Learning to Ground Existentially Quantified Goals
   2024/09/30 by Martin Funkquist, Funkquist, Martin, Simon Ståhlberg +3 · 1 citation
   Decision Sciences · #Leadership, Behavior, and Decision-Making Studies