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CDC
2010
IEEE
139views Control Systems» more  CDC 2010»
14 years 11 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
111views Control Systems» more  CDC 2010»
14 years 11 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
ADHOC
2007
131views more  ADHOC 2007»
15 years 4 months ago
Perceptive admission control for wireless network quality of service
As wireless networks become more widely used, there is a growing need to support advanced services, such as multimedia streaming and voice over IP. Traditional approaches to guara...
Ian D. Chakeres, Elizabeth M. Belding-Royer, Josep...
ICRA
1994
IEEE
87views Robotics» more  ICRA 1994»
15 years 8 months ago
Experiments in Object Impedance Control for Flexible Objects
This paper presents a control strategy for manipulation of exible objects by multiple robot arms. The control policy developed in this paper for exible objects is based on a contr...
David W. Meer, Stephen M. Rock
AIPS
2007
15 years 6 months ago
A Fast Incremental Algorithm for Maintaining Dispatchability of Partially Controllable Plans
Autonomous systems operating in real-world environments must be able to plan, schedule, and execute missions while robustly adapting to uncertainty and disturbances. Previous work...
Julie A. Shah, John Stedl, Brian C. Williams, Paul...