2632 search results - page 33 / 527 » Predictive Representations of State |
115
Voted
CSL
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. Recent analysis of sequential algorithms resulted in their axiomatization and in a representation theorem stating that, for any sealgorithm, there is an abstract state ma...
134
Voted
SOFSEM
2004
Springer
15 years 9 months ago
2004
Springer
Recent studies show that state-space dynamics of randomly initialized recurrent neural network (RNN) has interesting and potentially useful properties even without training. More p...
246
Voted
POPL
2009
ACM
16 years 4 months ago
2009
ACM
Mitchell's notion of representation independence is a particularly useful application of Reynolds' relational parametricity -- two different implementations of an abstra...
154
Voted
JAIR
2010
15 years 2 months ago
2010
Noisy probabilistic relational rules are a promising world model representation for several reasons. They are compact and generalize over world instantiations. They are usually in...
108
Voted
NN
2007
Springer
15 years 3 months ago
2007
Springer
Building on some prior work, in this paper we describe a novel structure termed the decoupled echo state network (DESN) involving the use of lateral inhibition. Two low-complexity...