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tutorial_kearns
1.
Graphical Models for
Strategic and Economic Reasoning Michael Kearns Computer and Information Science University of Pennsylvania BNAIC 2003 Joint work with: Sham Kakade, John Langford, Michael Littman, Luis Ortiz, Satinder Singh
2.
3.
Structure in Probabilistic
Interaction [Frey&MacKay 98] [Horvitz 93] Engineered “ Natural”
4.
International Trade [Krempel&Pleumper
] Embargoes, free trade, technology, geography…
5.
Corporate Partnerships [Krebs
]
6.
Internet Connectivity [CAIDA]
7.
8.
9.
Graphical Games and
NashProp
10.
11.
12.
13.
14.
15.
16.
Experimental Performance number
of players computation time
17.
Correlated Equilibria, Graphical
Games and Markov Networks
18.
19.
20.
21.
22.
From Micro to
Macro: Arrow-Debreu and Graphical Economics
23.
24.
25.
26.
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