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Filipe Rodrigues

Technical University of Denmark

Lyngby

Denmark

SCHOLARLY PAPERS

5

DOWNLOADS

510

TOTAL CITATIONS

4

Scholarly Papers (5)

1.

Roll-On/Roll-Off Stowage Planning with Reinforcement Learning

Number of pages: 37 Posted: 27 Nov 2024 Last Revised: 19 Jun 2025
Alastair Ronald Main, Dario Pacino and Filipe Rodrigues
affiliation not provided to SSRN, affiliation not provided to SSRN and Technical University of Denmark
Downloads 144 (524,371)

Abstract:

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Roll-on/Roll-off shipping, RORO stowage planning, Deep reinforcement learning, Dynamic cargo arrivals

2.

Learning Joint Rebalancing and Dynamic Pricing Policies for Autonomous Mobility-on-Demand Systems

Number of pages: 21 Posted: 17 Apr 2024
Massachusetts Institute of Technology (MIT) - Department of Civil and Environmental Engineering, affiliation not provided to SSRN, Stanford University and Technical University of Denmark
Downloads 107 (664,543)
Citation 1

Abstract:

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AMoD, Joint rebalancing and pricing, Learning-based

3.

Railway Network Delay Evolution: A Heterogeneous Graph Neural Network Approach

Number of pages: 24 Posted: 06 Aug 2022
Zhongcan Li, Ping Huang, Chao Wen and Filipe Rodrigues
Southwest Jiaotong University, ETH Zürich, Southwest Jiaotong University and Technical University of Denmark
Downloads 103 (699,467)
Citation 2

Abstract:

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Heterogeneous graph neural network, GraphSAGE, Railway network, Delay evolution, Train interactions

4.

Predicting Injury-Severity for Cyclist Crashes Using Natural Language Processing and Neural Network Modelling

Number of pages: 35 Posted: 22 Jul 2022
Technical University of Denmark, IT University of Copenhagen, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 97 (704,534)
Citation 1

Abstract:

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Cyclist crashes, Natural Language Processing, Latent Dirichlet Allocation, Multi-output Neural Network regression model, New data sources, Perceived Safety

5.

A Bayesian latent class reinforcement learning framework to capture adaptive, feedback-driven travel behaviour

Number of pages: 32 Posted: 11 Dec 2025
University of Leeds, University of Leeds, University of Leeds, Technical University of Denmark, University of Leeds, The University of Sydney, The University of Sydney and Al Yamamah University
Downloads 59 (980,173)

Abstract:

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conometrics, Discrete Choice Models, Mathematical Psychology, Reinforcement Learning, Bayesian Estimation