Maximilian Schiffer

84 papers A* 4C 1Misc 1Journal 69Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Breaking the Grid: Distance-Guided Reinforcement Learning in Large Discrete and Hybrid Action Spaces.
CoRR
Heiko Hoppe, Fabian Akkerman, Wouter van Heeswijk, Maximilian Schiffer
2026 J jnl
Combinatorial Optimization Augmented Machine Learning.
CoRR
Maximilian Schiffer, Heiko Hoppe, Yue Su, Louis Bouvier, Axel Parmentier
2026 J jnl
Mitigating retail platform externalities via inter-supplier returns.
Eur. J. Oper. Res.
Christina Johanna Liepold, Pedro Amorim, Maximilian Schiffer
2026 J jnl
Reproducibility in the Control of Autonomous Mobility-on-Demand Systems.
IEEE Trans. Robotics
Xinling Li, Meshal Alharbi, Daniele Gammelli, James Harrison, Filipe Rodrigues, Maximilian Schiffer, Marco Pavone, Emilio Frazzoli, Jinhua Zhao, Gioele Zardini
2026 J jnl
Synthetic Monitoring Environments for Reinforcement Learning.
CoRR
Leonard S. Pleiss, Carolin Schmidt, Maximilian Schiffer
2026 J jnl
Target-Aligned Reinforcement Learning.
CoRR
Leonard S. Pleiss, James Harrison, Maximilian Schiffer
2026 J jnl
Trapped in the past? Disentangling fluid and crystallized intelligence of large language models using chess.
CoRR
Leonard S. Pleiss, Maximilian Schiffer, Robert K. von Weizsäcker
2025 J jnl
Branch and Price for the Stochastic Traveling Salesman Problem with Generalized Latency.
Transp. Sci.
Benedikt Lienkamp, Mike Hewitt, Maximilian Schiffer
2025 J jnl
Coordinating Charging Request Allocation Between Self-Interested Navigation Service Platforms.
INFORMS J. Comput.
Marianne Guillet, Maximilian Schiffer
2025 J jnl
It's All in the Mix: Technology choice between driverless and human-driven vehicles in sharing systems.
Eur. J. Oper. Res.
Layla Martin, Stefan Minner, Marco Pavone, Maximilian Schiffer
2025 — conf
Multi-agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control.
LION (1)
Zeno Woywood, Jasper I. Wiltfang, Julius Luy, Tobias Enders, Maximilian Schiffer
2025 J jnl
Optimization-Augmented Machine Learning for Vehicle Operations in Emergency Medical Services.
CoRR
Maximiliane Rautenstrauß, Maximilian Schiffer
2025 J jnl
Preference-aware compensation policies for crowdsourced on-demand services.
CoRR
Georgina Nouli, Axel Parmentier, Maximilian Schiffer
2025 J jnl
Public Transport Under Epidemic Conditions: Nonlinear Trade-Offs Between Risk and Accessibility.
CoRR
Gerhard Hiermann, Joana Ji, Ana Moreno, Rolf Moeckel, Maximilian Schiffer
2025 J jnl
Reduce-then-Optimize for the Fixed-Charge Transportation Problem.
Transp. Sci.
Caroline Spieckermann, Stefan Minner, Maximilian Schiffer
2025 J jnl
Reliability-Adjusted Prioritized Experience Replay.
CoRR
Leonard S. Pleiss, Tobias Sutter, Maximilian Schiffer
2025 J jnl
Reproducibility in the Control of Autonomous Mobility-on-Demand Systems.
CoRR
Xinling Li, Meshal Alharbi, Daniele Gammelli, James Harrison, Filipe Rodrigues, Maximilian Schiffer, Marco Pavone, Emilio Frazzoli, Jinhua Zhao, Gioele Zardini
2025 J jnl
Staggered routing in autonomous mobility-on-demand systems.
Eur. J. Oper. Res.
Antonio Coppola, Gerhard Hiermann, Dario Paccagnan, Maximilian Schiffer
2025 J jnl
Structured Reinforcement Learning for Combinatorial Decision-Making.
CoRR
Heiko Hoppe, Léo Baty, Louis Bouvier, Axel Parmentier, Maximilian Schiffer
2025 J jnl
Support vector machines with the hard-margin loss: optimal training via combinatorial Benders' cuts.
J. Glob. Optim.
Ítalo Santana, Breno Serrano, Maximilian Schiffer, Thibaut Vidal
2025 A* conf
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning.
ICLR
Kai Jungel, Dario Paccagnan, Axel Parmentier, Maximilian Schiffer
2024 J jnl
A decomposition-based approach for large-scale pickup and delivery problems.
CoRR
Gerhard Hiermann, Maximilian Schiffer
2024 J jnl
Bilevel optimization for feature selection in the data-driven newsvendor problem.
Eur. J. Oper. Res.
Breno Serrano, Stefan Minner, Maximilian Schiffer, Thibaut Vidal
2024 J jnl
Column generation for solving large scale multi-commodity flow problems for passenger transportation.
Eur. J. Oper. Res.
Benedikt Lienkamp, Maximilian Schiffer
2024 J jnl
Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows.
Transp. Sci.
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
2024 J jnl
Contextual Stochastic Vehicle Routing with Time Windows.
CoRR
Breno Serrano, Alexandre M. Florio, Stefan Minner, Maximilian Schiffer, Thibaut Vidal
2024 J jnl
Designing tractable piecewise affine policies for multi-stage adjustable robust optimization.
Math. Program.
Simon Thomä, Grit Walther, Maximilian Schiffer
2024 A* conf
Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces.
ICLR
Fabian Akkerman, Julius Luy, Wouter van Heeswijk, Maximilian Schiffer
2024 Misc conf
Enhancement of Vendor-Managed Inventory Planning Through Deep Reinforcement Learning.
WSC
Marco Ratusny, Jee Hyung Kim, Hajime Sekiya, Maximilian Schiffer, Hans Ehm
2024 — conf
Global rewards in multi-agent deep reinforcement learning for autonomous mobility on demand systems.
L4DC
Heiko Hoppe, Tobias Enders, Quentin Cappart, Maximilian Schiffer
2024 J jnl
Multi-Agent Soft Actor-Critic with Global Loss for Autonomous Mobility-on-Demand Fleet Control.
CoRR
Zeno Woywood, Jasper I. Wiltfang, Julius Luy, Tobias Enders, Maximilian Schiffer
2024 — conf
On the Existence of Algorithmic Collusion in Dynamic Pricing with Deep Reinforcement Learning.
Wirtschaftsinformatik
Shidi Deng, Maximilian Schiffer, Martin Bichler
2024 J jnl
On the Interplay Between Self-Driving Cars and Public Transportation.
IEEE Trans. Control. Netw. Syst.
Nicolas Lanzetti, Maximilian Schiffer, Michael Ostrovsky, Marco Pavone
2024 J jnl
Risk-Sensitive Soft Actor-Critic for Robust Deep Reinforcement Learning under Distribution Shifts.
CoRR
Tobias Enders, James Harrison, Maximilian Schiffer
2024 J jnl
Robust Charging Network Planning for Metropolitan Taxi Fleets.
Transp. Sci.
Gregor Godbersen, Rainer Kolisch, Maximilian Schiffer
2024 J jnl
The Impact of Partial Production Capacity Sharing via Production as a Service.
Comput. Oper. Res.
Christina Johanna Liepold, Okan Arslan, Gilbert Laporte, Maximilian Schiffer
2024 J jnl
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning.
CoRR
Kai Jungel, Dario Paccagnan, Axel Parmentier, Maximilian Schiffer
2023 J jnl
Ambulance Demand Prediction via Convolutional Neural Networks.
CoRR
Maximiliane Rautenstrauß, Maximilian Schiffer
2023 J jnl
Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows.
CoRR
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
2023 J jnl
Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems.
CoRR
Heiko Hoppe, Tobias Enders, Quentin Cappart, Maximilian Schiffer
2023 J jnl
Handling Large Discrete Action Spaces via Dynamic Neighborhood Construction.
CoRR
Fabian Akkerman, Julius Luy, Wouter van Heeswijk, Maximilian Schiffer
2023 — conf
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems.
L4DC
Tobias Enders, James Harrison, Marco Pavone, Maximilian Schiffer
2023 J jnl
Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control.
CoRR
Kai Jungel, Axel Parmentier, Maximilian Schiffer, Thibaut Vidal
2023 J jnl
Online Routing Over Parallel Networks: Deterministic Limits and Data-driven Enhancements.
INFORMS J. Comput.
Devansh Jalota, Dario Paccagnan, Maximilian Schiffer, Marco Pavone
2023 A* conf
Optimal Decision Diagrams for Classification.
AAAI
Alexandre M. Florio, Pedro Martins, Maximilian Schiffer, Thiago Serra, Thibaut Vidal
2023 J jnl
Smart and sustainable city logistics: Design, consolidation, and regulation.
Eur. J. Oper. Res.
Pirmin Fontaine, Stefan Minner, Maximilian Schiffer
2023 J jnl
Strategic Workforce Planning in Crowdsourced Delivery with Hybrid Driver Fleets.
CoRR
Julius Luy, Gerhard Hiermann, Maximilian Schiffer
2022 J jnl
A General Branch-and-Cut Framework for Rotating Workforce Scheduling.
INFORMS J. Comput.
Tristan Becker, Maximilian Schiffer, Grit Walther
2022 J jnl
A Large Neighborhood Search for the Vehicle Routing Problem with Multiple Time Windows.
Transp. Sci.
Hendrik Schaap, Maximilian Schiffer, Michael Schneider, Grit Walther
2022 J jnl
Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem.
CoRR
Breno Serrano, Stefan Minner, Maximilian Schiffer, Thibaut Vidal
2022 J jnl
Coordinated Charging Station Search in Stochastic Environments: A Multi-Agent Approach.
CoRR
Marianne Guillet, Maximilian Schiffer
2022 J jnl
Electric Vehicle Charging Station Search in Stochastic Environments.
Transp. Sci.
Marianne Guillet, Gerhard Hiermann, Alexander Kröller, Maximilian Schiffer
2022 J jnl
Electric vehicle charge scheduling with flexible service operations.
CoRR
Patrick Sean Klein, Maximilian Schiffer
2022 J jnl
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems.
CoRR
Tobias Enders, James Harrison, Marco Pavone, Maximilian Schiffer
2022 J jnl
Optimal Decision Diagrams for Classification.
CoRR
Alexandre M. Florio, Pedro Martins, Maximilian Schiffer, Thiago Serra, Thibaut Vidal
2022 J jnl
Optimal Picking Policies in E-Commerce Warehouses.
Manag. Sci.
Maximilian Schiffer, Nils Boysen, Patrick S. Klein, Gilbert Laporte, Marco Pavone
2022 J jnl
Support Vector Machines with the Hard-Margin Loss: Optimal Training via Combinatorial Benders' Cuts.
CoRR
Ítalo Santana, Breno Serrano, Maximilian Schiffer, Thibaut Vidal
2022 J jnl
Technical Note - Online Hypergraph Matching with Delays.
Oper. Res.
Marco Pavone, Amin Saberi, Maximilian Schiffer, Matt Wu Tsao
2021 J jnl
A Concise Guide on the Integration of Battery Electric Buses into Urban Bus Networks.
CoRR
Nicolas Dirks, Dennis Wagner, Maximilian Schiffer, Grit Walther
2021 J jnl
Integrated planning for electric commercial vehicle fleets: A case study for retail mid-haul logistics networks.
Eur. J. Oper. Res.
Maximilian Schiffer, Patrick S. Klein, Gilbert Laporte, Grit Walther
2021 J jnl
On the Integration of Battery Electric Buses into Urban Bus Networks.
CoRR
Nicolas Dirks, Maximilian Schiffer, Grit Walther
2021 J jnl
On the Interaction Between Autonomous Mobility on Demand Systems and Power Distribution Networks - An Optimal Power Flow Approach.
IEEE Trans. Control. Netw. Syst.
Alvaro Estandia, Maximilian Schiffer, Federico Rossi, Justin Luke, Emre Can Kara, Ram Rajagopal, Marco Pavone
2021 J jnl
On the Interplay between Self-Driving Cars and Public Transportation.
CoRR
Nicolas Lanzetti, Maximilian Schiffer, Michael Ostrovsky, Marco Pavone
2021 J jnl
Online Traffic Routing: Deterministic Limits and Data-driven Enhancements.
CoRR
Devansh Jalota, Dario Paccagnan, Maximilian Schiffer, Marco Pavone
2021 J jnl
The Customer is Always Right: Customer-Centered Pooling for Ride-Hailing Systems.
CoRR
Paul Karaenke, Maximilian Schiffer, Stefan Waldherr
2020 C conf
A Vehicle Coordination and Charge Scheduling Algorithm for Electric Autonomous Mobility-on-Demand Systems.
ACC
Felix Boewing, Maximilian Schiffer, Mauro Salazar, Marco Pavone
2020 A* conf
Born-Again Tree Ensembles.
ICML
Thibaut Vidal, Maximilian Schiffer
2020 J jnl
Born-Again Tree Ensembles.
CoRR
Thibaut Vidal, Toni Pacheco, Maximilian Schiffer
2020 J jnl
Electric Vehicle Charging Station Search in Stochastic Environments.
CoRR
Marianne Guillet, Gerhard Hiermann, Alexander Kröller, Maximilian Schiffer
2020 J jnl
Intermodal Autonomous Mobility-on-Demand.
IEEE Trans. Intell. Transp. Syst.
Mauro Salazar, Nicolas Lanzetti, Federico Rossi, Maximilian Schiffer, Marco Pavone
2020 — conf
Online Hypergraph Matching with Delays.
WINE
Marco Pavone, Amin Saberi, Maximilian Schiffer, Matthew Tsao
2020 J jnl
Online Hypergraph Matching with Delays.
CoRR
Marco Pavone, Amin Saberi, Maximilian Schiffer, Matthew Tsao
2020 J jnl
Value-based production planning in non-ferrous metal industries: Application in the copper industry.
IISE Trans.
Michel Siemon, Maximilian Schiffer, Sumit Mitra, Grit Walther
2019 — conf
A Congestion-aware Routing Scheme for Autonomous Mobility-on-Demand Systems.
ECC
Mauro Salazar, Matthew Tsao, Izabel Aguiar, Maximilian Schiffer, Marco Pavone
2019 — conf
A Model Predictive Control Scheme for Intermodal Autonomous Mobility-on-Demand.
ITSC
Jannik Zgraggen, Matthew Tsao, Mauro Salazar, Maximilian Schiffer, Marco Pavone
2019 J jnl
Minimization of Weighted Completion Times in Path-based Coflow Scheduling.
CoRR
Alexander Eckl, Luisa Peter, Maximilian Schiffer, Susanne Albers
2019 J jnl
On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks - An Optimal Power Flow Approach.
CoRR
Alvaro Estandia, Maximilian Schiffer, Federico Rossi, Emre Can Kara, Ram Rajagopal, Marco Pavone
2019 J jnl
Vehicle Routing and Location Routing with Intermediate Stops: A Review.
Transp. Sci.
Maximilian Schiffer, Michael Schneider, Grit Walther, Gilbert Laporte
2018 J jnl
An Adaptive Large Neighborhood Search for the Location-routing Problem with Intra-route Facilities.
Transp. Sci.
Maximilian Schiffer, Grit Walther
2018 J jnl
Designing sustainable mid-haul logistics networks with intra-route multi-resource facilities.
Eur. J. Oper. Res.
Maximilian Schiffer, Michael Schneider, Gilbert Laporte
2018 — conf
Logistics Networks with Intermediate Stops: Designing Innovative and Green Solutions.
OR
Maximilian Schiffer
2018 — conf
On the Interaction between Autonomous Mobility-on-Demand and Public Transportation Systems.
ITSC
Mauro Salazar, Federico Rossi, Maximilian Schiffer, Christopher Harald Onder, Marco Pavone
2018 J jnl
On the Interaction between Autonomous Mobility-on-Demand and Public Transportation Systems.
CoRR
Mauro Salazar, Federico Rossi, Maximilian Schiffer, Christopher Harald Onder, Marco Pavone
2017 J jnl
The electric location routing problem with time windows and partial recharging.
Eur. J. Oper. Res.
Maximilian Schiffer, Grit Walther