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IJSWIS
2007
113views more  IJSWIS 2007»
14 years 11 months ago
A Formal Foundation for Ontology-Alignment Interaction Models
Ontology alignment foundations are hard to find in the literature. The abstract nature of the topic and the diverse means of practice make it difficult to capture it in a universal...
W. Marco Schorlemmer, Yannis Kalfoglou, Manuel Ate...
ATAL
2007
Springer
15 years 6 months ago
Advice taking in multiagent reinforcement learning
This paper proposes the β-WoLF algorithm for multiagent reinforcement learning (MARL) in the stochastic games framework that uses an additional “advice” signal to inform agen...
Michael Rovatsos, Alexandros Belesiotis
NORDICHI
2004
ACM
15 years 5 months ago
Wolves, football, and ambient computing: facilitating collaboration in problem solving systems through the study of human and an
This paper describes how computer-human interaction in ambient computing environments can be best informed by conceptualizing of such environments as problem solving systems. Typi...
David W. Eccles, Paul T. Groth
AAAI
2010
15 years 1 months ago
Structured Parameter Elicitation
The behavior of a complex system often depends on parameters whose values are unknown in advance. To operate effectively, an autonomous agent must actively gather information on t...
Li Ling Ko, David Hsu, Wee Sun Lee, Sylvie C. W. O...

Publication
233views
13 years 10 months ago
Sparse reward processes
We introduce a class of learning problems where the agent is presented with a series of tasks. Intuitively, if there is relation among those tasks, then the information gained duri...
Christos Dimitrakakis