376 search results - page 9 / 76 » On the Advice Complexity of Online Problems |
ATAL
2005
Springer
15 years 5 months ago
2005
Springer
In this paper, we present an online method for POMDPs, called RTBSS (Real-Time Belief Space Search), which is based on a look-ahead search to find the best action to execute at e...
IROS
2007
IEEE
15 years 6 months ago
2007
IEEE
— This paper considers the problem of coordinating multiple vehicles with kinodynamic constraints that operate in the same partially-known environment. The vehicles are able to c...
141
click to vote
JMLR
2012
13 years 2 months ago
2012
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
98
Voted
CRV
2009
IEEE
15 years 6 months ago
2009
IEEE
In this paper we introduce the concept and method for adaptively tuning the model complexity in an online manner as more examples become available. Challenging classification pro...
NIPS
2007
15 years 1 months ago
2007
We consider apprenticeship learning—learning from expert demonstrations—in the setting of large, complex domains. Past work in apprenticeship learning requires that the expert...