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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]
@inproceedings{chen23:mossp,
author = {Chen, D. and Trevizan, F. and Thi{\'e}baux, S.},
title = {{H}euristic {S}earch for {M}ulti-{O}bjective {P}robabilistic {P}lanning},
booktitle = {Proc. of 37th AAAI Conference on Artificial Intelligence},
year = {2023},
url = {http://felipe.trevizan.org/papers/chen23:mossp.pdf},
}
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Admissible Heuristics for Multi-Objective Planning.
Geisser, F., Haslum, P., Thiébaux, S. and Trevizan, F.
In Proc. of 32nd Int. Conf. on Automated Planning and Scheduling (ICAPS).
2022.
[pdf] [bib] [code]
@inproceedings{geisser22:moheuristics,
author = {Geisser, F. and Haslum, P. and Thi{\'e}baux, S. and Trevizan, F.},
title = {{A}dmissible {H}euristics for {M}ulti-{O}bjective {P}lanning},
booktitle = {Proc. of 32nd Int. Conf. on Automated Planning and Scheduling (ICAPS)},
year = {2022},
url = {http://felipe.trevizan.org/papers/geisser22:moheuristics.pdf},
}
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Domain-Independent Planning Heuristics with Hypergraph Networks.
Shen, W., Trevizan, F. and Thiébaux, S.
In Proc. of 30th Int. Conf. on Automated Planning and Scheduling (ICAPS).
2020.
[pdf] [bib] [code]
@inproceedings{shen20:stripshgn,
author = {Shen, W. and Trevizan, F. and Thi{\'e}baux, S.},
title = {{D}omain-{I}ndependent {P}lanning {H}euristics with {H}ypergraph {N}etworks},
booktitle = {Proc. of 30th Int. Conf. on Automated Planning and Scheduling (ICAPS)},
year = {2020},
url = {http://felipe.trevizan.org/papers/shen20:stripshgn.pdf},
}
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ASNets: Deep Learning for Generalised Planning.
Toyer, S., Thiébaux, S., Trevizan, F. and Xie, L.
In Journal of Artificial Intelligence.
2020.
[pdf] [bib] [code]
@article{toyer20:asnetJair,
author = {Toyer, S. and Thi{\'e}baux, S. and Trevizan, F. and Xie, L.},
title = {{ASN}ets: {D}eep {L}earning for {G}eneralised {P}lanning},
journal = {Journal of Artificial Intelligence},
volume = {68},
pages = {1--68},
year = {2020},
url = {http://felipe.trevizan.org/papers/toyer20:asnetJair.pdf},
}
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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]
@inproceedings{trevizan17:hpom,
author = {Trevizan, F. and Thi{\'e}baux, S. and Haslum, P.},
title = {{O}ccupation {M}easure {H}euristics for {P}robabilistic {P}lanning},
booktitle = {Proc. of 27th Int. Conf. on Automated Planning and Scheduling (ICAPS)},
year = {2017},
url = {http://felipe.trevizan.org/papers/trevizan17:hpom.pdf},
}
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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]
@inproceedings{trevizan16:idual,
author = {Trevizan, F. and Thi{\'e}baux, S. and Santana, P. and Williams, B.},
title = {{H}euristic {S}earch in {D}ual {S}pace for {C}onstrained {S}tochastic {S}hortest {P}ath {P}roblems},
booktitle = {Proc. of 26th Int. Conf. on Automated Planning and Scheduling (ICAPS)},
year = {2016},
url = {http://felipe.trevizan.org/papers/trevizan16:idual.pdf},
}
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A Non-homogeneous Time Mixed Integer LP Formulation for Traffic Signal Control.
Guilliard, I., Sanner, S., Trevizan, F. and Williams, B.
In Transport Research Record (TRR): Journal of the Transport Research Board.
2016.
(Kikuchi-Karlaftis Best Paper Award) [pdf] [bib] [demo]
@article{guilliard16:qtm,
author = {Guilliard, I. and Sanner, S. and Trevizan, F. and Williams, B.},
title = {{A} {N}on-homogeneous {T}ime {M}ixed {I}nteger {LP} {F}ormulation for {T}raffic {S}ignal {C}ontrol},
journal = {Transport Research Record (TRR): Journal of the Transport Research Board},
number = {2595},
pages = {128--138},
year = {2016},
url = {http://felipe.trevizan.org/papers/guilliard16:qtm.pdf},
}