114 search results - page 2 / 23 » Regression Methods for Stochastic Control Problems and Their... |
AUTOMATICA
2008
13 years 5 months ago
2008
: For an infinite-horizon optimal control problem, the cost does not, in general, converge. The classical work-around to this problem is to introduce a discount or "forgetting...
CORR
2011
Springer
13 years 9 days ago
2011
Springer
Many statistical M-estimators are based on convex optimization problems formed by the weighted sum of a loss function with a norm-based regularizer. We analyze the convergence rat...
CDC
2010
IEEE
13 years 9 days ago
2010
IEEE
Existing work on programmable self assembly has focused on deterministic performance guarantees--stability of desirable states. In particular, for any acyclic target graph a binary...
CDC
2010
IEEE
13 years 9 days ago
2010
IEEE
The Markov chain approximation method is an effective and widely used approach for computing optimal values and controls for stochastic systems. It was extended to nonlinear (and p...
CDC
2008
IEEE
13 years 11 months ago
2008
IEEE
— The topology of a networked control system has critical consequences for its performance. We provide first substantial examples on the effects of topology. Then we proceed to ...