192 search results - page 9 / 39 » An autonomous explore exploit strategy |
AAAI
2011
12 years 9 months ago
2011
One proposed approach to managing a large complex Smart Grid is through Broker Agents who buy electrical power from distributed producers, and also sell power to consumers, via a ...
ALT
2009
Springer
14 years 6 months ago
2009
Springer
Abstract. We consider the framework of stochastic multi-armed bandit problems and study the possibilities and limitations of strategies that explore sequentially the arms. The stra...
PKDD
2010
Springer
13 years 7 months ago
2010
Springer
Abstract. One of the key problems in model-based reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large relational domains, in wh...
ECAL
2007
Springer
14 years 3 months ago
2007
Springer
In this paper we describe a model in which artificial evolution is employed to design neural mechanisms that control the motion of two autonomous robots required to communicate th...
ICRA
2006
IEEE
14 years 3 months ago
2006
IEEE
- Exploration is the fundamental task of guiding a robot autonomously during mapping so that it covers the entire environment with its sensors. In the frontier-based exploration, a...