Mechanism Design with Uncertainty

Taiki Todo

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence

Early Career. Pages 5174-5177.

https://doi.org/10.24963/ijcai.2020/730

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Abstract

My research is summarized as mechanism design with uncertainty. Traditional mechanism design focuses on static environments where all the (possibly probabilistic) information about the agents are observable by the mechanism designer. In practice, however, it is possible that the set of participating agents

and/or some of teheir actions are not observable a priori. We therefore focused on various kinds of uncertainty in mechanism design and developed/analyzed several market mechanisms that incentivise agents to behave in a sincere way.

Keywords

  • Agent-based and Multi-agent Systems: Economic Paradigms, Auctions and Market-Based Systems
  • Agent-based and Multi-agent Systems: Algorithmic Game Theory
  • Agent-based and Multi-agent Systems: Computational Social Choice
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