14 citations · 135 across the 33 of their papers we have counts for
3 papers · 1 filter
Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles
Lina Al-Kanj, Juliana Nascimento, Warren B. Powell
Within a decade, almost every major auto company, along with fleet operators such as Uber, have announced plans to put autonomous vehicles on the road. At the same time, electric v…
Recursive Optimization of Convex Risk Measures: Mean-Semideviation Models
Dionysios S. Kalogerias, Warren B. Powell
We develop recursive, data-driven, stochastic subgradient methods for optimizing a new, versatile, and application-driven class of convex risk measures, termed here as mean-semidev…
Reinforcement Learning for Dynamic Bidding in Truckload Markets: an Application to Large-Scale Fleet Management with Advance Commitments
Yingfei Wang, Juliana Martins Do Nascimento, Warren Powell
Truckload brokerages, a $100 billion/year industry in the U.S., plays the critical role of matching shippers with carriers, often to move loads several days into the future. Broker…