829 search results - page 2 / 166 » A time aggregation approach to Markov decision processes |
ALT
2007
Springer
14 years 2 months ago
2007
Springer
We consider how state similarity in average reward Markov decision processes (MDPs) may be described by pseudometrics. Introducing the notion of adequate pseudometrics which are we...
CDC
2009
IEEE
13 years 10 months ago
2009
IEEE
— We consider decision-making problems in Markov decision processes where both the rewards and the transition probabilities vary in an arbitrary (e.g., nonstationary) fashion. We...
ICML
2006
IEEE
14 years 6 months ago
2006
IEEE
Inference in Markov Decision Processes has recently received interest as a means to infer goals of an observed action, policy recognition, and also as a tool to compute policies. ...
ICONIP
2009
13 years 3 months ago
2009
Abstract. We present a model for the multiagent patrolling problem with continuous-time. An anytime and online algorithm is then described and extended to asynchronous multiagent d...
AUTOMATICA
2010
13 years 5 months ago
2010