595 search results - page 1 / 119 » Predictive State Representations with State Space Partitioni... |
FLAIRS
2008
14 years 1 months ago
2008
Current studies have demonstrated that the representational power of predictive state representations (PSRs) is at least equal to the one of partially observable Markov decision p...
INFORMS
1998
13 years 10 months ago
1998
High-level formalisms such as stochastic Petri nets can be used to model complex systems. Analysis of logical and numerical properties of these models often requires the generatio...
DSRT
2005
IEEE
14 years 4 months ago
2005
IEEE
Timed automata provide useful state machine based representations for the validation and verification of realtime control systems. This paper introduces an algorithmic methodolog...
FLAIRS
2004
14 years 7 days ago
2004
er provides new techniques for abstracting the state space of a Markov Decision Process (MDP). These techniques extend one of the recent minimization models, known as -reduction, ...
IJCAI
2007
14 years 8 days ago
2007
Most work on Predictive Representations of State (PSRs) has focused on learning and planning in unstructured domains (for example, those represented by flat POMDPs). This paper e...