Motive
| Predict how well a team will perform? . |
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| How should individuals be rewarded? . |
| We wish to reward individual fairly besides maximizing team performance |
Concepts
| Cooperative Game |
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| The Shapley Value |
| Characteristic Function (CF): Set S → Value R “Measures how much a coalition can create” |
| Cooperative Game Abstractions (CGAs): for estimate CF from data |
Hurdles
| CF is unknown and thus we need to learn from data |
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| Computing SV is exponential |
Facts