417 search results - page 45 / 84 » Reinforcement Learning Estimation of Distribution Algorithm |
COLT
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. We show several PAC-style concentration bounds for learning unigrams language model. One interesting quantity is the probability of all words appearing exactly k times in...
134
click to vote
GECCO
2007
Springer
15 years 8 months ago
2007
Springer
An agent population can be evolved in a complex environment to perform various tasks and optimize its job performance using Learning Classifier System (LCS) technology. Due to the...
125
click to vote
KDD
2003
ACM
16 years 2 months ago
2003
ACM
Classification trees are widely used in the machine learning and data mining communities for modeling propositional data. Recent work has extended this basic paradigm to probabili...
117
Voted
ATAL
2005
Springer
15 years 8 months ago
2005
Springer
State estimation consists of updating an agent’s belief given executed actions and observed evidence to date. In single agent environments, the state estimation can be formalize...
124
click to vote
SASO
2009
IEEE
15 years 9 months ago
2009
IEEE
In this paper, we present an analysis of self-organizing bandwidth sharing in priority-based medium access. For this purpose, the priority-based Access Game is introduced. Analysi...