86 search results - page 2 / 18 » Rates of convergence of the functional k-nearest neighbor es... |
NIPS
2001
13 years 8 months ago
2001
We address two open theoretical questions in Policy Gradient Reinforcement Learning. The first concerns the efficacy of using function approximation to represent the state action ...
ESANN
2007
13 years 9 months ago
2007
In this paper, we address the problem of deriving bounds for the moments of nearest neighbor distributions. The bounds are formulated for the general case and specifically applied...
CDC
2008
IEEE
14 years 1 months ago
2008
IEEE
— We study the problem of reaching a consensus in the values of a distributed system of agents with time-varying connectivity in the presence of delays. We consider a widely stud...
JAL
2002
13 years 7 months ago
2002
The normalized number of key comparisons needed to sort a list of randomly permuted items by the Quicksort algorithm is known to converge in distribution. We identify the rate of ...
JMLR
2006
13 years 7 months ago
2006
We determine the asymptotic behaviour of the function computed by support vector machines (SVM) and related algorithms that minimize a regularized empirical convex loss function i...