13 citations · 22 across the 4 of their papers we have counts for
4 papers
The Information-Collecting Vehicle Routing Problem: Stochastic Optimization for Emergency Storm Response
Lina Al-Kanj, Warren B. Powell, Belgacem Bouzaiene-Ayari
We address the problem of mitigating damage to a power grid following a storm by managing a vehicle that has to be routed while simultaneously performing two tasks: learning about…
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…
Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds
Daniel R. Jiang, Lina Al-Kanj, Warren B. Powell
Monte Carlo Tree Search (MCTS), most famously used in game-play artificial intelligence (e.g., the game of Go), is a well-known strategy for constructing approximate solutions to s…
The Information-Collecting Vehicle Routing Problem: Stochastic Optimization for Emergency Storm Response
Lina Al-Kanj, Warren B. Powell, Belgacem Bouzaiene-Ayari
Utilities face the challenge of responding to power outages due to storms and ice damage, but most power grids are not equipped with sensors to pinpoint the precise location of the…