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The Beer Game slides
1.
Artificial Agents Play
the Beer Game Eliminate the Bullwhip Effect and Whip the MBAs Steven O. Kimbrough D.-J. Wu Fang Zhong FMEC, Philadelphia, June 2000; file: beergameslides.ppt
2.
3.
4.
5.
6.
Observed Bullwhip effect
from undergraduates game playing
7.
8.
9.
10.
11.
12.
Flowchart
13.
14.
15.
16.
17.
18.
19.
20.
Artificial agents eliminate
the Bullwhip effect.
21.
Artificial agents discover
a better policy than “1-1” when facing stochastic demand with penalty costs for all players.
22.
23.
Artificial agents discover
better and stable policies than “1-1” when facing stochastic demand and stochastic lead-time.
24.
Artificial Agents are
able to eliminate the Bullwhip effect when facing stochastic demand with stochastic leadtime .
25.
Agents learning
26.
27.
28.
29.
A framework for
multi-agent intelligent enterprise modeling
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