17 search results - page 2 / 4 » Analysis of a Classification-based Policy Iteration Algorith... |
INFOCOM
2007
IEEE
15 years 4 months ago
2007
IEEE
Abstract—We analyze the performance limits of data dissemination with multi-channel, single radio sensors. We formulate the problem of minimizing the average delay of data dissem...
ICONIP
2009
14 years 7 months ago
2009
Reinforcement learning induces non-stationarity at several levels. Adaptation to non-stationary environments is of course a desired feature of a fair RL algorithm. Yet, even if the...
ICML
2010
IEEE
14 years 10 months ago
2010
IEEE
We consider approximate policy evaluation for finite state and action Markov decision processes (MDP) in the off-policy learning context and with the simulation-based least square...
CORR
2010
Springer
14 years 9 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...
JCDL
2005
ACM
15 years 3 months ago
2005
ACM
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