743 search results - page 68 / 149 » Solving the Multiple-Instance Problem: A Lazy Learning Appro... |
134
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FECS
2006
15 years 3 months ago
2006
: Selecting an appropriate programming paradigm in which to teach the first programming and problem solving course in a Computer Science undergraduate program has been discussed ex...
111
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ICRA
2009
IEEE
15 years 8 months ago
2009
IEEE
Abstract— Least-squares policy iteration is a useful reinforcement learning method in robotics due to its computational efficiency. However, it tends to be sensitive to outliers...
104
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AI
1998
Springer
15 years 6 months ago
1998
Springer
This paper presents and evaluates sequential instance-based learning (SIBL), an approach to action selection based upon data gleaned from prior problem solving experiences. SIBL le...
109
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JMLR
2006
15 years 1 months ago
2006
We develop kernels for measuring the similarity between relational instances using background knowledge expressed in first-order logic. The method allows us to bridge the gap betw...
107
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CCIA
2005
Springer
15 years 7 months ago
2005
Springer
— This paper proposes a high-level Reinforcement Learning (RL) control system for solving the action selection problem of an autonomous robot. Although the dominant approach, whe...