2025

Communications dans un congrès

Tim Luchterhand, Emmanuel Hebrard, Sylvie Thiébaux. Understanding the Impact of Value Selection Heuristics in Scheduling Problems. International Conference on Principles and Practice of Constraint Programming (CP-25), Aug 2025, Glasgow, United Kingdom. ⟨10.4230/LIPIcs.CP.2025.27⟩. ⟨hal-05226755⟩

Mingyu Hao, Dillon Z Chen, Felipe Trevizan, Sylvie Thiébaux. Effective Data Generation and Feature Selection in Learning for Planning. European Conference on Artificial Intelligence (ECAI-25), Oct 2025, Bologna, Italy. ⟨hal-05226780⟩

Yingbin Bai, Sylvie Thiébaux, Felipe Trevizan. Learning Efficiency Meets Symmetry Breaking. International Conference on Automated Planning and Scheduling (ICAPS-25), Nov 2025, Melbourne, Australia. ⟨hal-05226738⟩

2024

Communications dans un congrès

Jayanta Mandi, Marco Foschini, Daniel Höller, Sylvie Thiébaux, Jörg Hoffmann, et al.. Decision-Focused Learning to Predict Action Costs for Planning. Proceedings of the European Conference on Artificial Intelligence (ECAI-24), Oct 2024, Santiago de Compostela, Spain. pp.4060-4067, ⟨10.3233/faia240975⟩. ⟨hal-04912225⟩

Dillon Z Chen, Sylvie Thiébaux. Graph Learning for Numeric Planning. Annual Conference on Neural Information Processing Systems (NeurIPS-24), Dec 2024, Vancouver (BC), Canada. ⟨hal-04919158⟩

Kai Xi, Stephen Gould, Sylvie Thiébaux. Neuro-Symbolic Learning of Lifted Action Models from Visual Traces. International Conference on Automated Planning and Scheduling (ICAPS-24), Jun 2024, Banff, Canada. pp.653-662. ⟨hal-04561851⟩

Ryan Xiao Wang, Sylvie Thiébaux. Learning Generalised Policies for Numeric Planning. Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS-24), Jun 2024, Banff, Canada. pp.633-642. ⟨hal-04561857⟩

Marcel Steinmetz, Sylvie Thiébaux, Daniel Höller, Florent Teichteil-Königsbuch. Explaining the Space of SSP Policies via Policy-Property Dependencies: Complexity, Algorithms, and Relation to Multi-Objective Planning. Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS-24), Jun 2024, Banff, Canada. pp.555-564. ⟨hal-04561864⟩

Dillon Z Chen, Sylvie Thiébaux. Novelty Heuristics, Multi-Queue Search, and Portfolios for Numeric Planning. International Symposium on Combinatorial Search (SoCS-24), Jun 2024, Kananaskis, Canada. pp.203-207, ⟨10.1609/socs.v17i1.31559⟩. ⟨hal-04561880⟩

Dillon Z Chen, Felipe Trevizan, Sylvie Thiébaux. Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning. International Conference on Automated Planning and Scheduling (ICAPS 2024), Jun 2024, Banff, Canada. ⟨hal-04561875⟩

Dillon Z Chen, Sylvie Thiébaux, Felipe Trevizan. Learning Domain-Independent Heuristics for Grounded and Lifted Planning. 38th AAAI Conference on Artificial Intellifence (AAAI 2024), Association for the Advancement of Artificial Intelligence, Feb 2024, Vancouver, Canada. pp.20078-20086, ⟨10.1609/AAAI.V38I18.29986⟩. ⟨hal-04561847⟩

@softwareversion

Marcel Steinmetz, Sylvie Thiebaux, Daniel Höller, Florent Teichteil-Königsbuch. Code and Benchmarks for the ICAPS24 paper: Explaining the Space of SSP Policies via Policy-Property Dependencies: Complexity, Algorithms, and Relation to Multi-Objective Planning. 2024. ⟨hal-04703836⟩

2023

Communications dans un congrès

Mingyu Hao, Felipe Trevizan, Sylvie Thiébaux, Patrick Ferber, Jörg Hoffmann. Guiding GBFS through Learned Pairwise Rankings. Thirty-Third International Joint Conference on Artificial Intelligence {IJCAI-24}, Aug 2024, Jeju, South Korea. pp.6724-6732, ⟨10.24963/ijcai.2024/743⟩. ⟨hal-04914771⟩

Florent Teichteil-Königsbuch, Guillaume Povéda, Guillermo González de Garibay Barba, Tim Luchterhand, Sylvie Thiébaux. Fast and Robust Resource-Constrained Scheduling with Graph Neural Networks. 33rd International Conference on Automated Planning and Scheduling (ICAPS), Jul 2023, Prague, Czech Republic. ⟨hal-04141504⟩

Renee Selvey, Alban Grastien, Sylvie Thiébaux. Formal Explanations of Neural Network Policies for Planning. Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}, Aug 2023, Macau, Macau SAR China. pp.5446-5456, ⟨10.24963/ijcai.2023/605⟩. ⟨hal-04241579⟩

Dillon Z Chen, Felipe Trevizan, Sylvie Thiébaux. Heuristic Search for Multi-Objective Probabilistic Planning. AAAI Conference on Artificial Intelligence, AAAI, Feb 2023, Washington DC, United States. ⟨hal-04019253⟩