Maximilian Schiffer

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 58

Top Topics

Combinatorial Optimization

Public Transport

Routing Problem

Reinforcement Learning

Top Venues

Eur. J. Oper. Res.

INFORMS J. Comput.

Publications

Tobias Enders, James Harrison, Maximilian Schiffer
Risk-Sensitive Soft Actor-Critic for Robust Deep Reinforcement Learning under Distribution Shifts. CoRR (2024)
Heiko Hoppe, Tobias Enders, Quentin Cappart, Maximilian Schiffer
Global rewards in multi-agent deep reinforcement learning for autonomous mobility on demand systems. L4DC (2024)
Benedikt Lienkamp, Maximilian Schiffer
Column generation for solving large scale multi-commodity flow problems for passenger transportation. Eur. J. Oper. Res. 314 (2) (2024)
Gregor Godbersen, Rainer Kolisch, Maximilian Schiffer
Robust Charging Network Planning for Metropolitan Taxi Fleets. Transp. Sci. 58 (2) (2024)
Fabian Akkerman, Julius Luy, Wouter van Heeswijk, Maximilian Schiffer
Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces. ICLR (2024)
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows. Transp. Sci. 58 (4) (2024)
Gerhard Hiermann, Maximilian Schiffer
A decomposition-based approach for large-scale pickup and delivery problems. CoRR (2024)
Breno Serrano, Alexandre M. Florio, Stefan Minner, Maximilian Schiffer, Thibaut Vidal
Contextual Stochastic Vehicle Routing with Time Windows. CoRR (2024)
Breno Serrano, Stefan Minner, Maximilian Schiffer, Thibaut Vidal
Bilevel optimization for feature selection in the data-driven newsvendor problem. Eur. J. Oper. Res. 315 (2) (2024)
Zeno Woywood, Jasper I. Wiltfang, Julius Luy, Tobias Enders, Maximilian Schiffer
Multi-Agent Soft Actor-Critic with Global Loss for Autonomous Mobility-on-Demand Fleet Control. CoRR (2024)
Christina J. Liepold, Okan Arslan, Gilbert Laporte, Maximilian Schiffer
The Impact of Partial Production Capacity Sharing via Production as a Service. Comput. Oper. Res. 165 (2024)
Tobias Enders, James Harrison, Marco Pavone, Maximilian Schiffer
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems. L4DC (2023)
Alexandre M. Florio, Pedro Martins, Maximilian Schiffer, Thiago Serra, Thibaut Vidal
Optimal Decision Diagrams for Classification. AAAI (2023)
Pirmin Fontaine, Stefan Minner, Maximilian Schiffer
Smart and sustainable city logistics: Design, consolidation, and regulation. Eur. J. Oper. Res. 307 (3) (2023)
Julius Luy, Gerhard Hiermann, Maximilian Schiffer
Strategic Workforce Planning in Crowdsourced Delivery with Hybrid Driver Fleets. CoRR (2023)
Kai Jungel, Axel Parmentier, Maximilian Schiffer, Thibaut Vidal
Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control. CoRR (2023)
Maximiliane Rautenstrauß, Maximilian Schiffer
Ambulance Demand Prediction via Convolutional Neural Networks. CoRR (2023)
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows. CoRR (2023)
Devansh Jalota, Dario Paccagnan, Maximilian Schiffer, Marco Pavone
Online Routing Over Parallel Networks: Deterministic Limits and Data-driven Enhancements. INFORMS J. Comput. 35 (3) (2023)
Fabian Akkerman, Julius Luy, Wouter van Heeswijk, Maximilian Schiffer
Handling Large Discrete Action Spaces via Dynamic Neighborhood Construction. CoRR (2023)
Heiko Hoppe, Tobias Enders, Quentin Cappart, Maximilian Schiffer
Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems. CoRR (2023)
Maximilian Schiffer, Nils Boysen, Patrick S. Klein, Gilbert Laporte, Marco Pavone
Optimal Picking Policies in E-Commerce Warehouses. Manag. Sci. 68 (10) (2022)
Marianne Guillet, Gerhard Hiermann, Alexander Kröller, Maximilian Schiffer
Electric Vehicle Charging Station Search in Stochastic Environments. Transp. Sci. 56 (2) (2022)
Patrick Sean Klein, Maximilian Schiffer
Electric vehicle charge scheduling with flexible service operations. CoRR (2022)
Ítalo Santana, Breno Serrano, Maximilian Schiffer, Thibaut Vidal
Support Vector Machines with the Hard-Margin Loss: Optimal Training via Combinatorial Benders' Cuts. CoRR (2022)
Tobias Enders, James Harrison, Marco Pavone, Maximilian Schiffer
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems. CoRR (2022)
Marianne Guillet, Maximilian Schiffer
Coordinated Charging Station Search in Stochastic Environments: A Multi-Agent Approach. CoRR (2022)
Breno Serrano, Stefan Minner, Maximilian Schiffer, Thibaut Vidal
Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem. CoRR (2022)
Tristan Becker, Maximilian Schiffer, Grit Walther
A General Branch-and-Cut Framework for Rotating Workforce Scheduling. INFORMS J. Comput. 34 (3) (2022)
Marco Pavone, Amin Saberi, Maximilian Schiffer, Matt Wu Tsao
Technical Note - Online Hypergraph Matching with Delays. Oper. Res. 70 (4) (2022)
Alexandre M. Florio, Pedro Martins, Maximilian Schiffer, Thiago Serra, Thibaut Vidal
Optimal Decision Diagrams for Classification. CoRR (2022)
Hendrik Schaap, Maximilian Schiffer, Michael Schneider, Grit Walther
A Large Neighborhood Search for the Vehicle Routing Problem with Multiple Time Windows. Transp. Sci. 56 (5) (2022)
Nicolas Dirks, Maximilian Schiffer, Grit Walther
On the Integration of Battery Electric Buses into Urban Bus Networks. CoRR (2021)
Maximilian Schiffer, Patrick S. Klein, Gilbert Laporte, Grit Walther
Integrated planning for electric commercial vehicle fleets: A case study for retail mid-haul logistics networks. Eur. J. Oper. Res. 291 (3) (2021)
Nicolas Dirks, Dennis Wagner, Maximilian Schiffer, Grit Walther
A Concise Guide on the Integration of Battery Electric Buses into Urban Bus Networks. CoRR (2021)
Devansh Jalota, Dario Paccagnan, Maximilian Schiffer, Marco Pavone
Online Traffic Routing: Deterministic Limits and Data-driven Enhancements. CoRR (2021)
Alvaro Estandia, Maximilian Schiffer, Federico Rossi, Justin Luke, Emre Can Kara, Ram Rajagopal, Marco Pavone
On the Interaction Between Autonomous Mobility on Demand Systems and Power Distribution Networks - An Optimal Power Flow Approach. IEEE Trans. Control. Netw. Syst. 8 (3) (2021)
Nicolas Lanzetti, Maximilian Schiffer, Michael Ostrovsky, Marco Pavone
On the Interplay between Self-Driving Cars and Public Transportation. CoRR (2021)
Paul Karaenke, Maximilian Schiffer, Stefan Waldherr
The Customer is Always Right: Customer-Centered Pooling for Ride-Hailing Systems. CoRR (2021)
Michel Siemon, Maximilian Schiffer, Sumit Mitra, Grit Walther
Value-based production planning in non-ferrous metal industries: Application in the copper industry. IISE Trans. 52 (10) (2020)
Thibaut Vidal, Maximilian Schiffer
Born-Again Tree Ensembles. ICML (2020)
Marco Pavone, Amin Saberi, Maximilian Schiffer, Matthew Tsao
Online Hypergraph Matching with Delays. CoRR (2020)
Marianne Guillet, Gerhard Hiermann, Alexander Kröller, Maximilian Schiffer
Electric Vehicle Charging Station Search in Stochastic Environments. CoRR (2020)
Felix Boewing, Maximilian Schiffer, Mauro Salazar, Marco Pavone
A Vehicle Coordination and Charge Scheduling Algorithm for Electric Autonomous Mobility-on-Demand Systems. ACC (2020)
Thibaut Vidal, Toni Pacheco, Maximilian Schiffer
Born-Again Tree Ensembles. CoRR (2020)
Marco Pavone, Amin Saberi, Maximilian Schiffer, Matthew Tsao
Online Hypergraph Matching with Delays. WINE (2020)
Mauro Salazar, Nicolas Lanzetti, Federico Rossi, Maximilian Schiffer, Marco Pavone
Intermodal Autonomous Mobility-on-Demand. IEEE Trans. Intell. Transp. Syst. 21 (9) (2020)
Alexander Eckl, Luisa Peter, Maximilian Schiffer, Susanne Albers
Minimization of Weighted Completion Times in Path-based Coflow Scheduling. CoRR (2019)
Alvaro Estandia, Maximilian Schiffer, Federico Rossi, Emre Can Kara, Ram Rajagopal, Marco Pavone
On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks - An Optimal Power Flow Approach. CoRR (2019)
Mauro Salazar, Matthew Tsao, Izabel Aguiar, Maximilian Schiffer, Marco Pavone
A Congestion-aware Routing Scheme for Autonomous Mobility-on-Demand Systems. ECC (2019)
Jannik Zgraggen, Matthew Tsao, Mauro Salazar, Maximilian Schiffer, Marco Pavone
A Model Predictive Control Scheme for Intermodal Autonomous Mobility-on-Demand. ITSC (2019)
Maximilian Schiffer, Michael Schneider, Grit Walther, Gilbert Laporte
Vehicle Routing and Location Routing with Intermediate Stops: A Review. Transp. Sci. 53 (2) (2019)
Maximilian Schiffer, Grit Walther
An Adaptive Large Neighborhood Search for the Location-routing Problem with Intra-route Facilities. Transp. Sci. 52 (2) (2018)
Maximilian Schiffer
Logistics Networks with Intermediate Stops: Designing Innovative and Green Solutions. OR (2018)
Maximilian Schiffer, Michael Schneider, Gilbert Laporte
Designing sustainable mid-haul logistics networks with intra-route multi-resource facilities. Eur. J. Oper. Res. 265 (2) (2018)
Mauro Salazar, Federico Rossi, Maximilian Schiffer, Christopher H. Onder, Marco Pavone
On the Interaction between Autonomous Mobility-on-Demand and Public Transportation Systems. ITSC (2018)
Mauro Salazar, Federico Rossi, Maximilian Schiffer, Christopher H. Onder, Marco Pavone
On the Interaction between Autonomous Mobility-on-Demand and Public Transportation Systems. CoRR (2018)
Maximilian Schiffer, Grit Walther
The electric location routing problem with time windows and partial recharging. Eur. J. Oper. Res. 260 (3) (2017)