Felipe Trevizan

Felipe W. Trevizan

Senior Lecturer, School of Computing, ANU
Email:
Office:
Building 145, office 3.20
Australian National University Campus
Canberra ACT 2601, Australia

I am a Senior Lecturer at the Australian National University. My research interests lie at the intersection of Artificial Intelligence, Operations Research and Machine Learning including automated planning and scheduling, planning under uncertainty, heuristic search, and machine learning for planning.

Selected Publications (full list here)

  • Leveraging Action Relational Structures for Integrated Learning and Planning. Wang, R. X. and Trevizan, F. In Proc. of 35th Int. Conf. on Automated Planning and Scheduling (ICAPS). 2025. [pdf] [bib]
  • Guiding GBFS through Learned Pairwise Rankings. Hao, M., Trevizan, F., Thiébaux, S., Ferber, P. and Hoffmann, J. In Proc. of 33rd Int. Joint Conf. on AI (IJCAI). 2024. [pdf] [bib] [code]
  • Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning. Chen, D., Trevizan, F. and Thiébaux, S. In Proc. of 34th Int. Conf. on Automated Planning and Scheduling (ICAPS). 2024. [pdf] [bib]
  • Efficient Constraint Generation for Stochastic Shortest Path Problems. Schmalz, J. and Trevizan, F. In Proc. of 38th AAAI Conference on Artificial Intelligence. 2024. [pdf] [bib] [code]
  • Heuristic Search for Multi-Objective Probabilistic Planning. Chen, D., Trevizan, F. and Thiébaux, S. In Proc. of 37th AAAI Conference on Artificial Intelligence. 2023. [pdf] [bib] [code]
  • ASNets: Deep Learning for Generalised Planning. Toyer, S., Thiébaux, S., Trevizan, F. and Xie, L. In Journal of Artificial Intelligence. 2020. [pdf] [bib] [code]
  • Occupation Measure Heuristics for Probabilistic Planning. Trevizan, F., Thiébaux, S. and Haslum, P. In Proc. of 27th Int. Conf. on Automated Planning and Scheduling (ICAPS). 2017. (Best Paper Award) [pdf] [bib]
  • Heuristic Search in Dual Space for Constrained Stochastic Shortest Path Problems. Trevizan, F., Thiébaux, S., Santana, P. and Williams, B. In Proc. of 26th Int. Conf. on Automated Planning and Scheduling (ICAPS). 2016. (Best Paper Award) [pdf] [bib]

Teaching