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» Optimal Control in Large Stochastic Multi-agent Systems
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CDC
2010
IEEE
135views Control Systems» more  CDC 2010»
13 years 3 months ago
A simple optimal power flow model with energy storage
The integration of renewable energy generation, such as wind power, into the electric grid is difficult because of the source intermittency and the large distance between generatio...
K. Mani Chandy, Steven H. Low, Ufuk Topcu, Huan Xu
CDC
2010
IEEE
105views Control Systems» more  CDC 2010»
13 years 3 months ago
Universal scheduling for networks with arbitrary traffic, channels, and mobility
We extend stochastic network optimization theory to treat networks with arbitrary sample paths for arrivals, channels, and mobility. The network can experience unexpected link or n...
Michael J. Neely
SAB
2004
Springer
198views Optimization» more  SAB 2004»
14 years 2 months ago
A Review of Probabilistic Macroscopic Models for Swarm Robotic Systems
Abstract. In this paper, we review methods used for macroscopic modeling and analyzing collective behavior of swarm robotic systems. Although the behavior of an individual robot in...
Kristina Lerman, Alcherio Martinoli, Aram Galstyan
CDC
2010
IEEE
139views Control Systems» more  CDC 2010»
13 years 3 months ago
Q-learning and enhanced policy iteration in discounted dynamic programming
We consider the classical finite-state discounted Markovian decision problem, and we introduce a new policy iteration-like algorithm for finding the optimal state costs or Q-facto...
Dimitri P. Bertsekas, Huizhen Yu
IROS
2009
IEEE
149views Robotics» more  IROS 2009»
14 years 3 months ago
Path planning for data assimilation in mobile environmental monitoring systems
— By combining a low-order model of forecast errors, the extended Kalman filter, and classical continuous optimization, we develop an integrated methodology for planning mobile ...
Franz S. Hover