1322 search results - page 49 / 265 » Efficient Goal-Directed Exploration |
ISSS
1996
IEEE
14 years 1 months ago
1996
IEEE
An address generation and optimization environment (ADOPT) for distributed memory architectures, is presented. ADOPT is oriented to minimize the area overhead introduced by the us...
VLDB
1994
ACM
14 years 1 months ago
1994
ACM
Spatial data mining is the discovery of interesting relationships and characteristics that may exist implicitly in spatial databases. In this paper, we explore whether clustering ...
ECML
2007
Springer
14 years 1 months ago
2007
Springer
Abstract. We present a new reinforcement learning approach for deterministic continuous control problems in environments with unknown, arbitrary reward functions. The difficulty of...
ECML
2006
Springer
14 years 22 days ago
2006
Springer
Abstract. Greedy machine learning algorithms suffer from shortsightedness, potentially returning suboptimal models due to limited exploration of the search space. Greedy search mis...
ICMLA
2004
13 years 10 months ago
2004
In some environments, a learning agent must learn to balance competing objectives. For example, a Q-learner agent may need to learn which choices expose the agent to risk and whic...