3412 search results - page 387 / 683 » Efficient Reinforcement Learning |
171
click to vote
ICPR
2002
IEEE
16 years 7 months ago
2002
IEEE
In this paper, we propose a new context-sensitive Bayesian learning algorithm. By modeling the distributions of data locations by a mixture of Gaussians, the new algorithm can uti...
187
click to vote
ICML
2009
IEEE
16 years 7 months ago
2009
IEEE
Relational world models that can be learned from experience in stochastic domains have received significant attention recently. However, efficient planning using these models rema...
158
click to vote
ICML
2008
IEEE
16 years 7 months ago
2008
IEEE
Sampling is a popular way of scaling up machine learning algorithms to large datasets. The question often is how many samples are needed. Adaptive stopping algorithms monitor the ...
161
Voted
WSC
2008
15 years 9 months ago
2008
We present a Generalized Lotka-Volterra (GLV) based approach for modeling and simulation of supervised inductive learning, and construction of an efficient classification algorith...
153
click to vote
AIPS
1994
15 years 8 months ago
1994
Generating production-quality plans is an essential element in transforming planners from research tools into real-world applications. However most of the work to date on learning...