93 search results - page 4 / 19 » Relational Knowledge with Predictive State Representations |
KR
2004
Springer
13 years 11 months ago
2004
Springer
We discuss the representation of knowledge and of belief from the viewpoint of decision theory. While the Bayesian approach enjoys general-purpose applicability and axiomatic foun...
ICRA
2007
IEEE
14 years 2 days ago
2007
IEEE
Abstract— We describe a novel intelligent execution monitoring approach for mobile robots acting in indoor environments such as offices and houses. Traditionally, monitoring exe...
KES
2008
Springer
13 years 5 months ago
2008
Springer
Fuzzy cognitive map is an approach to knowledge representation and inference; it emphasizes the connections of concepts as basic units for storing knowledge, and the structure that...
ILP
2007
Springer
13 years 12 months ago
2007
Springer
Abstract. Many reinforcement learning domains are highly relational. While traditional temporal-difference methods can be applied to these domains, they are limited in their capaci...
CVPR
2008
IEEE
14 years 7 months ago
2008
IEEE
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...