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WSC
2007
14 years 13 days ago
Construction noise prediction and barrier optimization using special purpose simulation
Construction projects produce serious environmental pollution and great annoyance to the neighbouring community due to construction noise. This paper presents an application of th...
Anupama Gannoruwa, Janaka Y. Ruwanpura
AAAI
2010
13 years 11 months ago
Generalized Task Markets for Human and Machine Computation
We discuss challenges and opportunities for developing generalized task markets where human and machine intelligence are enlisted to solve problems, based on a consideration of th...
Dafna Shahaf, Eric Horvitz
AAAI
2010
13 years 11 months ago
High-Quality Policies for the Canadian Traveler's Problem
We consider the stochastic variant of the Canadian Traveler's Problem, a path planning problem where adverse weather can cause some roads to be untraversable. The agent does ...
Patrick Eyerich, Thomas Keller, Malte Helmert
UAI
2008
13 years 11 months ago
Model-Based Bayesian Reinforcement Learning in Large Structured Domains
Model-based Bayesian reinforcement learning has generated significant interest in the AI community as it provides an elegant solution to the optimal exploration-exploitation trade...
Stéphane Ross, Joelle Pineau
IJCAI
2003
13 years 11 months ago
Dynamic Vehicle Routing with Stochastic Requests
This paper considers vehicle routing problems (VRP) where customer locations and service times are random variables that are realized dynamically during plan execution. It propose...
Russell Bent, Pascal Van Hentenryck