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Frans A. Oliehoek

TU-Delft

SCHOLARLY PAPERS

3

DOWNLOADS

164

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

A Timely Match for Ride-Hailing and Ride-Pooling Services Using a Deep Reinforcement Learning Approach

Number of pages: 26 Posted: 26 Sep 2025
Yiman Bao, Jie Gao, Jinke He, Frans A. Oliehoek and Oded Cats
affiliation not provided to SSRN, Delft University of Technology, affiliation not provided to SSRN, TU-Delft and Delft University of Technology
Downloads 58 (980,173)

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Deep reinforcement Learning, Ride-hailing, Ride-pooling, Matching Optimization, Matching Time, Proximal Policy Optimization

2.

A survey on scenario theory, complexity and compression-based learning and generalization 

Number of pages: 15 Posted: 21 Feb 2025
Roberto Rocchetta, Alexander Mey and Frans A. Oliehoek
(SUPSI) Scuola universitaria professionale della Svizzera italiana, Eindhoven University of Technology (TUE) and TU-Delft
Downloads 57 (989,921)
Citation 1

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Generalization theory, scenario optimization, PAC learning, compression, agnostic learning, support vector classifiers

3.

A Timely Match: A Deep Reinforcement Learning Approach for Ride-Hailing and Ride-Pooling Services

Number of pages: 17 Posted: 04 Apr 2025
Jie Gao, Yiman Bao, Jinke He, Frans A. Oliehoek and Oded Cats
Delft University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, TU-Delft and Delft University of Technology
Downloads 49 (1,086,013)

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deep reinforcement learning, ride-hailing, ride-pooling, matching optimization, matching time, proximal policy optimization