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» Choosing Your Beliefs
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DALT
2008
Springer
13 years 9 months ago
Using Temporal Logic to Integrate Goals and Qualitative Preferences into Agent Programming
The core capability of a rational agent is to choose its next action in a rational fashion, a capability that can be put to good use by a designer to satisfy the design objectives ...
Koen V. Hindriks, M. Birna van Riemsdijk
ICRA
2007
IEEE
115views Robotics» more  ICRA 2007»
14 years 2 months ago
Sensor Selection Using Information Complexity for Multi-sensor Mobile Robot Localization
—Our sensor selection algorithm targets the problem of global self-localization of multi-sensor mobile robots. The algorithm builds on the probabilistic reasoning using Bayes fil...
Sreenivas R. Sukumar, Hamparsum Bozdogan, David L....
JMLR
2012
11 years 10 months ago
Online Incremental Feature Learning with Denoising Autoencoders
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
Guanyu Zhou, Kihyuk Sohn, Honglak Lee
WWW
2009
ACM
14 years 8 months ago
Hybrid keyword search auctions
Search auctions have become a dominant source of revenue generation on the Internet. Such auctions have typically used per-click bidding and pricing. We propose the use of hybrid ...
Ashish Goel, Kamesh Munagala
DALT
2007
Springer
14 years 1 months ago
Satisfying Maintenance Goals
A rational agent derives its choice of action from its beliefs and goals. Goals can be distinguished into achievement goals and maintenance goals. The aim of this paper is to defi...
Koen V. Hindriks, M. Birna van Riemsdijk