1176 search results - page 7 / 236 » Sparse reward processes |
104
Voted
ICIP
2003
IEEE
16 years 5 months ago
2003
IEEE
114
Voted
CCIA
2009
Springer
15 years 4 months ago
2009
Springer
The creation of Answer Communities around a FAQs Site is proposed to speed up the process of answering questions. Our approach combines long-term and short-term rewards. Long-term ...
155
Voted
ARCS
2005
Springer
15 years 9 months ago
2005
Springer
We propose an active vision system for object acquisition. The core of our approach is a reinforcement learning module which learns a strategy to scan an object. The agent moves a...
163
Voted
JMLR
2010
14 years 10 months ago
2010
In this paper, we propose a novel adaptive step-size approach for policy gradient reinforcement learning. A new metric is defined for policy gradients that measures the effect of ...
156
Voted
FOCS
2007
IEEE
15 years 10 months ago
2007
IEEE
We consider a variant of the classic multi-armed bandit problem (MAB), which we call FEEDBACK MAB, where the reward obtained by playing each of n independent arms varies according...