| 2025 | ECAI | Effective Data Generation and Feature Selection in Learning for Planning. | Mingyu Hao, Dillon Z. Chen, Felipe W. Trevizan, Sylvie Thibaux |
| 2025 | ECAI | Solving Constrained Stochastic Shortest Path Problems with Scalarisation. | Johannes Schmalz, Felipe W. Trevizan |
| 2025 | ICAPS | Learning Efficiency Meets Symmetry Breaking. | Yingbin Bai, Sylvie Thibaux, Felipe W. Trevizan |
| 2025 | ICAPS | Leveraging Action Relational Structures for Integrated Learning and Planning. | Ryan Xiao Wang, Felipe W. Trevizan |
| 2024 | AAAI | Learning Domain-Independent Heuristics for Grounded and Lifted Planning. | Dillon Ze Chen, Sylvie Thibaux, Felipe W. Trevizan |
| 2024 | AAAI | Efficient Constraint Generation for Stochastic Shortest Path Problems. | Johannes Schmalz, Felipe W. Trevizan |
| 2024 | ECAI | Finding Optimal Deterministic Policies for Constrained Stochastic Shortest Path Problems. | Johannes Schmalz, Felipe W. Trevizan |
| 2024 | ICAPS | Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning. | Dillon Z. Chen, Felipe W. Trevizan, Sylvie Thibaux |
| 2024 | IJCAI | Guiding GBFS through Learned Pairwise Rankings. | Mingyu Hao, Felipe W. Trevizan, Sylvie Thibaux, Patrick Ferber, Jrg Hoffmann |
| 2023 | AAAI | Heuristic Search for Multi-Objective Probabilistic Planning. | Dillon Ze Chen, Felipe W. Trevizan, Sylvie Thibaux |
| 2021 | AAAI | Progression Heuristics for Planning with Probabilistic LTL Constraints. | Ian Mallett, Sylvie Thibaux, Felipe W. Trevizan |
| 2019 | SoCS | Guiding Search with Generalized Policies for Probabilistic Planning. | William Shen, Felipe W. Trevizan, Sam Toyer, Sylvie Thibaux, Lexing Xie |
| 2018 | AAAI | Action Schema Networks: Generalised Policies With Deep Learning. | Sam Toyer, Felipe W. Trevizan, Sylvie Thibaux, Lexing Xie |
| 2018 | IJCAI | Operator Counting Heuristics for Probabilistic Planning. | Felipe W. Trevizan, Sylvie Thibaux, Patrik Haslum |
| 2018 | KR | Heuristic Search Planning With Multi-Objective Probabilistic LTL Constraints. | Peter Baumgartner, Sylvie Thibaux, Felipe W. Trevizan |
| 2017 | IJCAI | I-dual: Solving Constrained SSPs via Heuristic Search in the Dual Space. | Felipe W. Trevizan, Sylvie Thibaux, Pedro Henrique Santana, Brian C. Williams |
| 2017 | UAI | Efficient solutions for Stochastic Shortest Path Problems with Dead Ends. | Felipe W. Trevizan, Florent Teichteil-Knigsbuch, Sylvie Thibaux |
| 2017 | TABLEAUX | Tableaux for Policy Synthesis for MDPs with PCTL* Constraints. | Peter Baumgartner, Sylvie Thibaux, Felipe W. Trevizan |
| 2007 | IJCAI | Planning under Risk and Knightian Uncertainty. | Felipe W. Trevizan, Fbio Gagliardi Cozman, Leliane Nunes de Barros |