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» Beliefs in Agent Implementation
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AAAI
2010
15 years 8 months ago
Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization
Partially Observable Markov Decision Processes (POMDPs) are a well-established and rigorous framework for sequential decision-making under uncertainty. POMDPs are well-known to be...
Georgios Theocharous, Sridhar Mahadevan
AAAI
2011
14 years 6 months ago
Dual Decomposition for Marginal Inference
We present a dual decomposition approach to the treereweighted belief propagation objective. Each tree in the tree-reweighted bound yields one subproblem, which can be solved with...
Justin Domke
PRIMA
2009
Springer
16 years 1 months ago
An Empirical Study of Agent Programs
Agent-oriented programming has been motivated in part by the conception that high-level programming constructs based on common tions such as beliefs and goals provide appropriate a...
M. Birna van Riemsdijk, Koen V. Hindriks
ACSC
2006
IEEE
16 years 27 days ago
CASO: a framework for dealing with objectives in a constraint-based extension to AgentSpeak(L)
Incorporating constraints into a reactive BDI agent programming language can lead to better expressive capabilities as well as more efficient computation (in some instances). More...
Aniruddha Dasgupta, Aditya K. Ghose
CORR
2008
Springer
93views Education» more  CORR 2008»
15 years 7 months ago
The end of Sleeping Beauty's nightmare
The way a rational agent changes her belief in certain proposition/hypotheses in the light of new evidence lies in the heart of Bayesian inference. The basic natural assumption, a...
Berry Groisman