3 citations · 4 across the 5 of their papers we have counts for
7 papers
An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services
Michael Wilbur, Salah Uddin Kadir, Youngseo Kim +6
Many transit agencies operating paratransit and microtransit services have to respond to trip requests that arrive in real-time, which entails solving hard combinatorial and sequen…
Designing Decision Support Systems for Emergency Response: Challenges and Opportunities
Geoffrey Pettet, Hunter Baxter, Sayyed Mohsen Vazirizade +4
Designing effective emergency response management (ERM) systems to respond to incidents such as road accidents is a major problem faced by communities. In addition to responding to…
Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search
Geoffrey Pettet, Ayan Mukhopadhyay, Abhishek Dubey
Decision-making under uncertainty (DMU) is present in many important problems. An open challenge is DMU in non-stationary environments, where the dynamics of the environment can ch…
Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems
Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet +3
Principled decision making in emergency response management necessitates the use of statistical models that predict the spatial-temporal likelihood of incident occurrence. These st…
Hierarchical Planning for Resource Allocation in Emergency Response Systems
Geoffrey Pettet, Ayan Mukhopadhyay, Mykel Kochenderfer +1
A classical problem in city-scale cyber-physical systems (CPS) is resource allocation under uncertainty. Typically, such problems are modeled as Markov (or semi-Markov) decision pr…
Designing Emergency Response Pipelines : Lessons and Challenges
Ayan Mukhopadhyay, Geoffrey Pettet, Mykel Kochenderfer +1
Emergency response to incidents such as accidents, crimes, and fires is a major problem faced by communities. Emergency response management comprises of several stages and sub-prob…