829 search results - page 8 / 166 » A time aggregation approach to Markov decision processes |
74
Voted
TALG
2010
14 years 8 months ago
2010
We present two new algorithms for finding optimal strategies for discounted, infinite-horizon, Deterministic Markov Decision Processes (DMDP). The first one is an adaptation of...
86
Voted
FCCM
2006
IEEE
15 years 3 months ago
2006
IEEE
Abstract— This paper introduces a novel architecture for performing the core computations required by dynamic programming (DP) techniques. The latter pertain to a vast range of a...
74
Voted
AAAI
2006
14 years 11 months ago
2006
This paper presents a novel framework for simultaneously learning representation and control in continuous Markov decision processes. Our approach builds on the framework of proto...
AAAI
2006
14 years 11 months ago
2006
In multiple criteria Markov Decision Processes (MDP) where multiple costs are incurred at every decision point, current methods solve them by minimising the expected primary cost ...
ICC
2007
IEEE
15 years 3 months ago
2007
IEEE
— We consider opportunistic spectrum access (OSA) which allows secondary users to identify and exploit instantaneous spectrum opportunities resulting from the bursty traffic of ...