Index Catalog // ScholarsArchive@OSU

Start Over

Filtering by: Academic Affiliation Electrical Engineering and Computer Science Creator Duong, Thai Resource Type Masters Thesis

Adiabatic Markov Decision Process : convergence of value iteration algorithm

Creator:

Duong, Thai

Abstract:

Markov Decision Process (MDP) is a well-known framework for devising the optimal decision making strategies under uncertainty. Typically, the decision maker assumes a stationary environment which is characterized by a time-invariant transition probability matrix. However, in many real-world scenarios, this assumption is not justified, thus the optimal strategy might not...

Resource Type:

Masters Thesis
Data Collection in Sensor Networks via the Novel Fast Markov Decision Process Framework

Creator:

Duong, Thai

Abstract:

We investigate the data collection problem in sensor networks. The network consists of a number of stationary sensors deployed at different sites for sensing and storing data locally. A mobile element moves from sites to sites to collect data from the sensors periodically. There are different costs associated with the...

Resource Type:

Masters Thesis