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20112023
most citedDecision-Theoretic Planning: Structural Assumptions and Computational Leverage

1.1k citations · 4.8k across the 64 of their papers we have counts for

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7 papers · 1 filter

cs.GT2014

The Pricing War Continues: On Competitive Multi-Item Pricing

Omer Lev, Joel Oren, Craig Boutilier +1

We study a game with \emph{strategic} vendors who own multiple items and a single buyer with a submodular valuation function. The goal of the vendors is to maximize their revenue v…

cs.GT2013★ 25 cited

Learning Conventions in Multiagent Stochastic Domains using Likelihood Estimates

Craig Boutilier

Fully cooperative multiagent systems - those in which agents share a joint utility model- is of special interest in AI. A key problem is that of ensuring that the actions of indivi…

cs.GT2012★ 67 cited

Cooperative Negotiation in Autonomic Systems using Incremental Utility Elicitation

Craig Boutilier, Rajarshi Das, Jeffrey O. Kephart +2

Decentralized resource allocation is a key problem for large-scale autonomic (or self-managing) computing systems. Motivated by a data center scenario, we explore efficient techniq…

cs.GT2012★ 10 cited

Bayesian Vote Manipulation: Optimal Strategies and Impact on Welfare

Tyler Lu, Pingzhong Tang, Ariel D. Procaccia +1

Most analyses of manipulation of voting schemes have adopted two assumptions that greatly diminish their practical import. First, it is usually assumed that the manipulators have f…

cs.GT2012★ 3 cited

Regret Minimizing Equilibria and Mechanisms for Games with Strict Type Uncertainty

Nathanael Hyafil, Craig Boutilier

Mechanism design has found considerable application to the construction of agent-interaction protocols. In the standard setting, the type (e.g., utility function) of an agent is no…

cs.GT2012★ 5 cited

Local Utility Elicitation in GAI Models

Darius Braziunas, Craig Boutilier

Structured utility models are essential for the effective representation and elicitation of complex multiattribute utility functions. Generalized additive independence (GAI) models…