165 search results - page 12 / 33 » Exploration and apprenticeship learning in reinforcement lea... |
114
click to vote
GECCO
2005
Springer
15 years 7 months ago
2005
Springer
Exploration/Exploitation equilibrium is one of the most challenging issues in reinforcement learning area as well as learning classifier systems such as XCS. In this paper1 , an i...
100
click to vote
ATAL
2006
Springer
15 years 5 months ago
2006
Springer
We contribute Policy Reuse as a technique to improve a reinforcement learning agent with guidance from past learned similar policies. Our method relies on using the past policies ...
119
click to vote
ICML
1999
IEEE
16 years 2 months ago
1999
IEEE
Consider the task of exploring the Web in order to find pages of a particular kind or on a particular topic. This task arises in the construction of search engines and Web knowled...
112
Voted
FLAIRS
2008
15 years 4 months ago
2008
In the paper, we investigate the use of reinforcement learning in CBR for estimating and managing a legacy case base for playing the game of Tetris. Each case corresponds to a loc...
132
Voted
AAAI
2006
15 years 3 months ago
2006
My research attempts to address on-line action selection in reinforcement learning from a Bayesian perspective. The idea is to develop more effective action selection techniques b...