2 search results - page 1 / 1 » Finite-sample Analysis of Bellman Residual Minimization |
90
Voted
JMLR
2010
14 years 5 months ago
2010
We consider the Bellman residual minimization approach for solving discounted Markov decision problems, where we assume that a generative model of the dynamics and rewards is avai...
79
Voted
CORR
2010
Springer
14 years 10 months ago
2010
Springer
Existing value function approximation methods have been successfully used in many applications, but they often lack useful a priori error bounds. We propose a new approximate bili...