Fair Indivisible Payoffs through Shapley Value
📰 ArXiv cs.AI
Researchers propose using Shapley Value to fairly divide indivisible payoffs in coalitional games
Action Steps
- Define the grand coalition and its value as a natural number representing indivisible objects
- Apply the Shapley Value method to calculate fair payoffs for each player
- Consider the indivisibility of objects and adjust the payoff division accordingly
- Evaluate the fairness of the resulting payoffs using metrics such as envy-freeness and efficiency
Who Needs to Know This
Data scientists and AI engineers working on machine learning models or coalition games can benefit from this research to ensure fair payoff division among players
Key Insight
💡 Shapley Value can be used to fairly divide indivisible payoffs in coalitional games
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🤝 Fair payoffs in coalition games? Shapley Value can help!
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