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Filipe Rodrigues

Deep Reinforcement Learning for Day-to-day Dynamic Tolling in Tradable Credit Schemes

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Apr 10, 2025
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Robo-taxi Fleet Coordination at Scale via Reinforcement Learning

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Apr 09, 2025
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Diffusion-aware Censored Gaussian Processes for Demand Modelling

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Jan 21, 2025
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Offline Hierarchical Reinforcement Learning via Inverse Optimization

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Oct 10, 2024
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Large-Scale Demand Prediction in Urban Rail using Multi-Graph Inductive Representation Learning

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Aug 28, 2024
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Bayesian Active Learning for Censored Regression

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Feb 19, 2024
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Arrival Time Prediction for Autonomous Shuttle Services in the Real World: Evidence from Five Cities

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Jan 10, 2024
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Deep Evidential Learning for Bayesian Quantile Regression

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Aug 21, 2023
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Graph Reinforcement Learning for Network Control via Bi-Level Optimization

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May 16, 2023
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Railway Network Delay Evolution: A Heterogeneous Graph Neural Network Approach

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Mar 27, 2023
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