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» Correlated Action Effects in Decision Theoretic Regression
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AIPS
2006
13 years 7 months ago
Goal Achievement in Partially Known, Partially Observable Domains
We present a decision making algorithm for agents that act in partially observable domains which they do not know fully. Making intelligent choices in such domains is very difficu...
Allen Chang, Eyal Amir
JAIR
2008
148views more  JAIR 2008»
13 years 6 months ago
Learning Partially Observable Deterministic Action Models
We present exact algorithms for identifying deterministic-actions' effects and preconditions in dynamic partially observable domains. They apply when one does not know the ac...
Eyal Amir, Allen Chang
CEC
2008
IEEE
14 years 23 days ago
Policy evolution with Genetic Programming: A comparison of three approaches
— In the early days a policy was a set of simple rules with a clear intuitive motivation that could be formalised to good effect. However the world is now much more complex. Subt...
Yow Tzu Lim, Pau-Chen Cheng, John Andrew Clark, Pa...
SOUPS
2005
ACM
13 years 12 months ago
Two experiences designing for effective security
In our research, we have been concerned with the question of how to make relevant features of security situations visible to users in order to allow them to make informed decision...
Rogério de Paula, Xianghua Ding, Paul Douri...
SAC
2004
ACM
13 years 11 months ago
A decision-theoretic approach for designing proactive communication in multi-agent teamwork
Techniques that support effective communication during teamwork processes are of particular importance. Psychological study shows that an effective team often can anticipate infor...
Yu Zhang, Richard A. Volz, Thomas R. Ioerger, John...