Search Results for author: Lina Al-Kanj

Found 3 papers, 0 papers with code

Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles

no code implementations18 Oct 2018 Lina Al-Kanj, Juliana Nascimento, Warren B. Powell

At the same time, electric vehicles are quickly emerging as a next-generation technology that is cost effective, in addition to offering the benefits of reducing the carbon footprint.

Autonomous Vehicles

Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds

no code implementations20 Apr 2017 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 sequential decision problems.

Game of Go

The Information-Collecting Vehicle Routing Problem: Stochastic Optimization for Emergency Storm Response

no code implementations18 May 2016 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 faults causing the outage.

Stochastic Optimization

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