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Maximilian Schiffer

Multi-Agent Soft Actor-Critic with Global Loss for Autonomous Mobility-on-Demand Fleet Control

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Apr 10, 2024
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Risk-Sensitive Soft Actor-Critic for Robust Deep Reinforcement Learning under Distribution Shifts

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Feb 15, 2024
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Contextual Stochastic Vehicle Routing with Time Windows

Feb 10, 2024
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Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems

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Dec 14, 2023
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Ambulance Demand Prediction via Convolutional Neural Networks

Jun 08, 2023
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Handling Large Discrete Action Spaces via Dynamic Neighborhood Construction

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May 31, 2023
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Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows

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Apr 03, 2023
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Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control

Feb 08, 2023
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Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems

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Dec 14, 2022
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Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem

Sep 12, 2022
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