Paulo da Costa

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Learning Algorithm

Routing Problem

Inductive Inference

Multi Objective

Top Venues

SN Comput. Sci.

Eur. J. Oper. Res.

Publications

Paulo da Costa, Peter Verleijsdonk, Simon Voorberg, Alp Akcay, Stella Kapodistria, Willem van Jaarsveld, Yingqian Zhang
Policies for the dynamic traveling maintainer problem with alerts. Eur. J. Oper. Res. 305 (3) (2023)
Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Yingqian Zhang, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki
The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems. CoRR (2022)
Paulo da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Uzay Kaymak
Learning 2-Opt Heuristics for Routing Problems via Deep Reinforcement Learning. SN Comput. Sci. 2 (5) (2021)
Paulo da Costa, Peter Verleijsdonk, Simon Voorberg, Alp Akcay, Stella Kapodistria, Willem van Jaarsveld, Yingqian Zhang
Policies for the Dynamic Traveling Maintainer Problem with Alerts. CoRR (2021)
Paulo da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak
Learning 2-opt Local Search from Heuristics as Expert Demonstrations. IJCNN (2021)