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CDC
2010
IEEE
139views Control Systems» more  CDC 2010»
13 years 5 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
CDC
2010
IEEE
101views Control Systems» more  CDC 2010»
13 years 5 months ago
Performance-oriented communication topology design for large-scale interconnected systems
Abstract-- Communication networks provide a larger flexibility with respect to the control design of large-scale interconnected systems by allowing the information exchange between...
Azwirman Gusrialdi, Sandra Hirche
CDC
2010
IEEE
119views Control Systems» more  CDC 2010»
13 years 5 months ago
Event-triggered output feedback control of finite horizon discrete-time multi-dimensional linear processes
Event-triggered control systems are systems in which the control signal is recomputed when the plant's output signal leaves a triggering-set. There has been recent interest in...
Lichun Li, Michael Lemmon
CDC
2010
IEEE
111views Control Systems» more  CDC 2010»
13 years 5 months ago
Multi-robot monitoring in dynamic environments with guaranteed currency of observations
Abstract-- In this paper we consider the problem of monitoring a known set of stationary features (or locations of interest) in an environment. To observe a feature, a robot must v...
Stephen L. Smith, Daniela Rus
CDC
2010
IEEE
105views Control Systems» more  CDC 2010»
13 years 5 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