1027 search results - page 3 / 206 » Learning Similar Tasks From Observation and Practice |
LOCA
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. People rapidly learn the capabilities of a new location, without observing every service and product. Instead they map a few observations to familiar clusters of capabili...
88
Voted
FLAIRS
2006
15 years 1 months ago
2006
Learning tasks from a single demonstration presents a significant challenge because the observed sequence is inherently an incomplete representation of the procedure that is speci...
73
Voted
ICONIP
2008
15 years 1 months ago
2008
Practical Recurrent Learning (PRL) has been proposed as a simple learning algorithm for recurrent neural networks[1][2]. This algorithm enables learning with practical order O(n2 )...
96
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We consider the problem of multi-task reinforcement learning where the learner is provided with a set of tasks, for which only a small number of samples can be generated for any g...
108
Voted
AAAI
2011
14 years 11 days ago
2011
From an automated planning perspective the problem of practical mobile robot control in realistic environments poses many important and contrary challenges. On the one hand, the p...