Projects per year
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Dive into the research topics where Reza Refaei Afshar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Finished
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Eurostars E! 11582 PADS (Programmatic Advertising Decision System)
Kaymak, U. & Refaei Afshar, R.
1/10/17 → 28/02/22
Project: Research direct
Research output
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The first AI4TSP competition: Learning to solve stochastic routing problems
Zhang, Y., Bliek, L., da Costa, P., Refaei Afshar, R., Reijnen, R., Catshoek, T., Vos, D., Verwer, S., Schmitt-Ulms, F., Hottung, A., Shah, T., Sellmann, M., Tierney, K., Perreault-Lafleur, C., Leboeuf, C., Bobbio, F., Pepin, J., Silva, W. A., Gama, R., Fernandes, H. L., & 3 others, Jun 2023, In: Artificial Intelligence. 319, 18 p., 103918.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Downloads (Pure) -
An Automated Deep Reinforcement Learning Pipeline for Dynamic Pricing
Refaei Afshar, R., Rhuggenaath, J., Zhang, Y. & Kaymak, U., 27 Jun 2022, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. XX, X, 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Automated Reinforcement Learning: An Overview
Refaei Afshar, R., Zhang, Y., Vanschoren, J. & Kaymak, U., 13 Jan 2022, In: arXiv. 2022, 47 p., 2201.05000.Research output: Contribution to journal › Article › Academic
Open AccessFile33 Downloads (Pure) -
Deep Reinforcement Learning for a Multi-Objective Online Order Batching Problem
Beeks, M., Refaei Afshar, R., Zhang, Y., Dijkman, R., van Dorst, C. & de Looijer, S., 13 Jun 2022, Proceedings of the 32nd International Conference on Automated Planning and Scheduling, ICAPS 2022. Kumar, A., Thiebaux, S., Varakantham, P. & Yeoh, W. (eds.). Association for the Advancement of Artificial Intelligence (AAAI), Vol. 32. p. 435-443 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS; vol. 32).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Citation (Scopus)261 Downloads (Pure) -
Dynamic Ad Network Ordering Method Using Reinforcement Learning
Refaei Afshar, R., Zhang, Y. & Kaymak, U., 19 Apr 2022, In: International Journal of Computational Intelligence Systems. 15, 15 p., 27.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile72 Downloads (Pure)
Prizes
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Best Student Paper Award
Refaei Afshar, Reza (Recipient), Zhang, Yingqian (Recipient), Firat, Murat (Recipient) & Kaymak, Uzay (Recipient), 21 Feb 2019
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Activities
- 2 Workshop, seminar, course or exhibition
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EURO Meets NeurIPS 2022 Vehicle Routing Competition
Laurens Bliek (Organiser), Yingqian Zhang (Organiser), Reza Refaei Afshar (Organiser), Robbert Reijnen (Organiser) & Danilo Numeroso (Organiser)
2022 → …Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
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AI for TSP Competition
Laurens Bliek (Organiser), Paulo de Oliveira da Costa (Organiser), Reza Refaei Afshar (Organiser) & Yingqian Zhang (Organiser)
2021 → …Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific