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» Reachability in Linear Dynamical Systems
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BMCBI
2007
172views more  BMCBI 2007»
14 years 11 months ago
Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks
Background: Reverse engineering cellular networks is currently one of the most challenging problems in systems biology. Dynamic Bayesian networks (DBNs) seem to be particularly su...
Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, R...
JAIR
2008
113views more  JAIR 2008»
14 years 11 months ago
Graphical Model Inference in Optimal Control of Stochastic Multi-Agent Systems
In this article we consider the issue of optimal control in collaborative multi-agent systems with stochastic dynamics. The agents have a joint task in which they have to reach a ...
Bart van den Broek, Wim Wiegerinck, Bert Kappen
94
Voted
AR
2010
133views more  AR 2010»
14 years 9 months ago
Coordinated Control of Space Robot Teams for the On-Orbit Construction of Large Flexible Space Structures
Teams of autonomous space robots are needed for future space missions such as the construction of large solar power stations and large space telescopes in earth orbit. This work fo...
Peggy Boning, Steven Dubowsky
99
Voted
ICRA
2009
IEEE
118views Robotics» more  ICRA 2009»
15 years 5 months ago
Design and implementation of a 9-axis inertial measurement unit
— We report on a 9-axis inertial measurement unit (IMU) which utilizes 3-axis angular velocity measurements from rate gyros and 6-axis linear acceleration measurements from three...
Pei-Chun Lin, Chi-Wei Ho
CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
14 years 6 months ago
Adaptive bases for Q-learning
Abstract-- We consider reinforcement learning, and in particular, the Q-learning algorithm in large state and action spaces. In order to cope with the size of the spaces, a functio...
Dotan Di Castro, Shie Mannor