2013
Undominated Groves Mechanisms
Publication
Publication
Journal of Artificial Intelligence Research , Volume 46 p. 129- 163
The family of Groves mechanisms, which includes the well-known VCG mechanism (also
known as the Clarke mechanism), is a family of efficient and strategy-proof mechanisms.
Unfortunately, the Groves mechanisms are generally not budget balanced. That is, under
such mechanisms, payments may flow into or out of the system of the agents, resulting
in deficits or reduced utilities for the agents. We consider the following problem: within
the family of Groves mechanisms, we want to identify mechanisms that give the agents the
highest utilities, under the constraint that these mechanisms must never incur deficits.
We adopt a prior-free approach. We introduce two general measures for comparing
mechanisms in prior-free settings. We say that a non-deficit Groves mechanism M in-
dividually dominates another non-deficit Groves mechanism M′ if for every type profile,
every agent’s utility under M is no less than that under M′, and this holds with strict
inequality for at least one type profile and one agent. We say that a non-deficit Groves
mechanism M collectively dominates another non-deficit Groves mechanism M′ if for every
type profile, the agents’ total utility under M is no less than that under M′, and this holds
with strict inequality for at least one type profile. The above definitions induce two partial
orders on non-deficit Groves mechanisms. We study the maximal elements corresponding
to these two partial orders, which we call the individually undominated mechanisms and
the collectively undominated mechanisms, respectively.
Additional Metadata | |
---|---|
AI Access Foundation | |
Journal of Artificial Intelligence Research | |
Organisation | Networks and Optimization |
Guo, M., Markakis, V., Apt, K., & Conitzer, V. (2013). Undominated Groves Mechanisms. Journal of Artificial Intelligence Research, 46, 129–163. |