595 search results - page 29 / 119 » Learning Qualitative Models of Dynamic Systems |
ATAL
2007
Springer
14 years 14 days ago
2007
Springer
Models of agent-environment interaction that use predictive state representations (PSRs) have mainly focused on the case of discrete observations and actions. The theory of discre...
ICASSP
2011
IEEE
13 years 6 days ago
2011
IEEE
We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...
ICML
2009
IEEE
14 years 9 months ago
2009
IEEE
In this paper, we extend the Hilbert space embedding approach to handle conditional distributions. We derive a kernel estimate for the conditional embedding, and show its connecti...
ISNN
2007
Springer
14 years 2 months ago
2007
Springer
In the human mind, high-order knowledge is categorically organized, yet the nature of its internal representation system is not well understood. While it has been traditionally con...
IBERAMIA
2004
Springer
14 years 1 months ago
2004
Springer
Abstract. The success of a case-based reasoning system depends critically on the relevance of the case base. Much current CBR research focuses on how to compact and refine the con...