771 search results - page 137 / 155 » Markov Decision Processes with Arbitrary Reward Processes |
AAAI
2006
15 years 1 months ago
2006
We present a new algorithm, called incremental least squares policy iteration (ILSPI), for finding the infinite-horizon stationary policy for partially observable Markov decision ...
IJCAI
2003
15 years 1 months ago
2003
A longstanding goal in planning research is the ability to generalize plans developed for some set of environments to a new but similar environment, with minimal or no replanning....
SODA
2004
ACM
15 years 1 months ago
2004
ACM
We study perfect-information stochastic parity games. These are two-player nonterminating games which are played on a graph with turn-based probabilistic transitions. A play resul...
NIPS
2003
15 years 1 months ago
2003
We develop a protocol for optimizing dynamic behavior of a network of simple electronic components, such as a sensor network, an ad hoc network of mobile devices, or a network of ...
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NIPS
2003
15 years 1 months ago
2003
Predictive state representations (PSRs) use predictions of a set of tests to represent the state of controlled dynamical systems. One reason why this representation is exciting as...