Game Mining: How to Make Money from those about to Play a Game
Abstract
It is known that a player in a noncooperative game can benefit by publicly restricting his possible moves before play begins. We show that, more generally, a player may benefit by publicly committing to pay an external party an amount that is contingent on the game's outcome. We explore what happens when external parties -- who we call ``game miners'' -- discover this fact and seek to profit from it by entering an outcome-contingent contract with the players. We analyze various structured bargaining games between miners and players for determining such an outcome-contingent contract. These bargaining games include playing the players against one another, as well as allowing the players to pay the miner(s) for exclusivity and first-mover advantage. We establish restrictions on the strategic settings in which a game miner can profit and bounds on the game miner's profit. We also find that game miners can lead to both efficient and inefficient equilibria.
Keywords
Cite
@article{arxiv.2401.02353,
title = {Game Mining: How to Make Money from those about to Play a Game},
author = {James W. Bono and David H. Wolpert},
journal= {arXiv preprint arXiv:2401.02353},
year = {2024}
}
Comments
25 pages, 1 figure