17 search results - page 2 / 4 » Analysis of a Classification-based Policy Iteration Algorith... |
INFOCOM
2007
IEEE
13 years 11 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
13 years 3 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
13 years 6 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
13 years 5 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
13 years 11 months ago
2005
ACM
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