7 search results - page 1 / 2 » Compact approximations of mixture distributions for state es... |
ATAL
2009
Springer
13 years 11 months ago
2009
Springer
ATAL
2007
Springer
13 years 11 months ago
2007
Springer
We present a new method for carrying out state estimation in multiagent settings that are characterized by continuous or large discrete state spaces. State estimation in multiagen...
ATAL
2005
Springer
13 years 10 months ago
2005
Springer
State estimation consists of updating an agent’s belief given executed actions and observed evidence to date. In single agent environments, the state estimation can be formalize...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
We provide a general framework for learning precise, compact, and fast representations of the Bayesian predictive distribution for a model. This framework is based on minimizing t...
DAGSTUHL
2007
13 years 6 months ago
2007
Abstract. In this paper, we consider the problem of filtering in relational hidden Markov models. We present a compact representation for such models and an associated logical par...