709 search results - page 86 / 142 » Real-World Limits to Algorithmic Intelligence |
153
click to vote
AAAI
2008
15 years 6 months ago
2008
Agents often have to construct plans that obey resource limits for continuous resources whose consumption can only be characterized by probability distributions. While Markov Deci...
137
click to vote
AIPS
2008
15 years 6 months ago
2008
The POMDP is considered as a powerful model for planning under uncertainty. However, it is usually impractical to employ a POMDP with exact parameters to model precisely the real-...
153
click to vote
AAAI
2010
15 years 5 months ago
2010
Spectral feature selection identifies relevant features by measuring their capability of preserving sample similarity. It provides a powerful framework for both supervised and uns...
155
click to vote
AAAI
2011
14 years 4 months ago
2011
Applications that adapt to a particular end user often make inaccurate predictions during the early stages when training data is limited. Although an end user can improve the lear...
139
click to vote
ATAL
2009
Springer
15 years 11 months ago
2009
Springer
Decentralized partially observable MDPs (DEC-POMDPs) provide a rich framework for modeling decision making by a team of agents. Despite rapid progress in this area, the limited sc...