3837 search results - page 37 / 768 » Learning Approximate Consistencies |
96
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COLT
2000
Springer
15 years 6 months ago
2000
Springer
We model reinforcement learning as the problem of learning to control a Partially Observable Markov Decision Process ( ¢¡¤£¦¥§ ), and focus on gradient ascent approache...
144
Voted
ML
2008
ACM
15 years 1 months ago
2008
ACM
In this paper we present the system ALLPAD for learning Logic Programs with Annotated Disjunctions (LPADs). ALLPAD modifies the previous system LLPAD in order to tackle real world ...
129
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NIPS
2000
15 years 3 months ago
2000
We describe a neurally-inspired, unsupervised learning algorithm that builds a non-linear generative model for pairs of face images from the same individual. Individuals are then ...
102
Voted
ICRA
2008
IEEE
15 years 8 months ago
2008
IEEE
— In this paper, we propose a reinforcement learning approach to address multi-robot cooperative navigation tasks in infinite settings. We propose an algorithm to simultaneously...
112
Voted
NSDI
2004
15 years 3 months ago
2004
Reducing management costs and improving the availability of large-scale distributed systems require automatic replica regeneration, i.e., creating new replicas in response to repl...