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Reasoning and Decision Making a survey of research trends, issues, and debates
 

Summary: Reasoning and Decision Making
a survey of research trends, issues, and debates
Eyal Amir
December 29, 2007
Abstract
Contents
1 Introduction (1p) 2
2 Knowledge Representation and Reasoning (1p) 3
2.1 Logic and Combinatorics (1p) . . . . . . . . . . . . . . . . . . . . 4
2.1.1 Propositional Reasoning and Constraints Satisfaction (1p) 4
2.1.2 First-Order Logic and Its Restrictions (1.5p) . . . . . . . 5
2.1.3 Knowledge, Belief, Agents, and Modal Logic (0.75p) . . . 6
2.1.4 Logic Programming, Nonmonotonic Reasoning, and Pref-
erences (0.75p) . . . . . . . . . . . . . . . . . . . . . . . . 7
2.2 Probabilistic Representations and Reasoning (0.75p) . . . . . . . 8
2.2.1 Probability and Graphical Models (1p) . . . . . . . . . . . 9
2.2.2 Probabilistic Reasoning . . . . . . . . . . . . . . . . . . . 11
2.2.3 Approximate Probabilistic Reasoning . . . . . . . . . . . 12
2.2.4 Learning and Statistics (0.75p) . . . . . . . . . . . . . . . 13
3 Automated Decision Making (1p) 14

  

Source: Amir, Eyal - Department of Computer Science, University of Illinois at Urbana-Champaign

 

Collections: Computer Technologies and Information Sciences