5 search results - page 1 / 1 » Exploration-Exploitation Tradeoffs for Experts Algorithms in... |
NIPS
2004
13 years 5 months ago
2004
A reactive environment is one that responds to the actions of an agent rather than evolving obliviously. In reactive environments, experts algorithms must balance exploration and ...
JACM
2006
13 years 4 months ago
2006
"Experts algorithms" constitute a methodology for choosing actions repeatedly, when the rewards depend both on the choice of action and on the unknown current state of t...
ALT
2005
Springer
14 years 1 months ago
2005
Springer
This paper shows how universal learning can be achieved with expert advice. To this aim, we specify an experts algorithm with the following characteristics: (a) it uses only feedba...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
The goal of this project is to develop an agent capable of learning and behaving autonomously and making decisions quickly in a dynamic environment. The agent’s environment is a...
SSR
2001
13 years 5 months ago
2001
As wide-area open networks like the Internet and intranets grow larger, mobile agent technology is attracting more attention. Mobile agents are units of software that can deal wit...