Felipe Trevizan

Felipe W. Trevizan

Building 145, office 3.20
Australian National University Campus
Canberra ACT 2601, Australia

I am an assistant professor in the Artificial Intelligence Group 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 reinforcement learning.

Recent Publications (full list here)

  • Heuristic Search Planning With Multi-Objective Probabilistic LTL Constraints. (2018) Baumgartner, P., Thiébaux, S. and Trevizan, F. In Proc. of 16th Int. Conf. on Principles of Knowledge Representation and Reasoning (KR). [pdf] [bib]
  • Action Schema Networks: Generalised Policies with Deep Learning. (2018) Toyer, S., Trevizan, F., Thiébaux, S. and Lexing, X. In Proc. of 32nd AAAI Conference on Artificial Intelligence. [pdf] [bib] [code]
  • Operator Counting Heuristics for Probabilistic Planning. (2018) Trevizan, F., Thiébaux, S. and Haslum, P. In Proc. of the 27th Int. Joint Conf. on AI (IJCAI). (Sister Conference Best Paper Track) [pdf] [bib]
  • Occupation Measure Heuristics for Probabilistic Planning. (2017) Trevizan, F., Thiébaux, S. and Haslum, P. In Proc. of 27th Int. Conf. on Automated Planning and Scheduling (ICAPS). (Best Paper Award) [pdf] [bib]
  • News and Highlights
    • PLTL-dual: First heuristic search algorithm for SSPs and MDPs with Probabilistic LTL constraints (KR'18).
    • ASNets: Learning generalized policies for SSPs using neural nets (AAAI'18).
    • h-pom, h-roc, and i2-dual won the best paper award at ICAPS'17!
    • New efficient approach to solve SSPs and C-SSPs with dead ends (UAI'17).
    • Solving SSPs and MDPs with PCTL* constraints (TABLEAUX'17).
    • h-pom and h-roc: the first heuristics able to handle probabilities and costs for SSPs and C-SSPs (ICAPS'17).
    • i-dual won the best paper award at ICAPS'16!
    • QTM won the Kikuchi-Karlaftis best paper award at TRB'16! (demo).
  • Word cloud of my papers
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