Noncooperative Coordination
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Related Articles from SNS
Noncooperative Coordination via a Trading-based Auction
arXiv:2502.03616v4 Announce Type: replace Abstract: Noncooperative multi-agent systems often face coordination challenges due to conflicting preferences among agents. In particular, when agents act in their own self-interest, they may prefer different choices among multiple feasible outcomes, leading to suboptimal outcomes or even safety concerns. We propose an algorithm named trading auction for consensus (TACo), a decentralized approach that enables noncooperative agents to reach consensus...
Chance-Constrained Correlated Equilibria for Robust Noncooperative Coordination
Announce Type: replace Abstract: Correlated equilibria enable a coordinator to influence the self-interested agents by recommending actions that no player has an incentive to deviate from. However, the effectiveness of this mechanism relies on accurate knowledge of the agents' cost structures. When cost parameters are uncertain, the recommended actions may no longer be incentive compatible, allowing agents to benefit from deviating from them.