473 search results - page 82 / 95 » Optimal policy switching algorithms for reinforcement learni... |
COLT
2010
Springer
13 years 5 months ago
2010
Springer
We consider the problem of finding the best arm in a stochastic multi-armed bandit game. The regret of a forecaster is here defined by the gap between the mean reward of the optim...
ECML
2007
Springer
14 years 1 months ago
2007
Springer
In this article, we present an idea for solving deterministic partially observable markov decision processes (POMDPs) based on a history space containing sequences of past observat...
PE
2011
Springer
13 years 2 months ago
2011
Springer
An energy aware routing protocol (EARP) is proposed to minimise a performance metric that combines the total consumed power in the network and the QoS that is speciļ¬ed for the ļ...
EMO
2005
Springer
14 years 1 months ago
2005
Springer
Water systems often allow eļ¬cient water uses via water reuse and/or recirculation. Deļ¬ning the network layout connecting water-using processes is a complex problem which involv...
ATAL
2007
Springer
14 years 1 months ago
2007
Springer
Classically, an approach to the multiagent policy learning supposed that the agents, via interactions and/or by using preliminary knowledge about the reward functions of all playe...