185 citations · 1.7k across the 78 of their papers we have counts for
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stat.ML2011
Using Supervised Learning to Improve Monte Carlo Integral Estimation
Brendan Tracey, David Wolpert, Juan J. Alonso
Monte Carlo (MC) techniques are often used to estimate integrals of a multivariate function using randomly generated samples of the function. In light of the increasing interest in…
cs.AI2011★ 87 cited
Collective Intelligence, Data Routing and Braess' Paradox
K. Tumer, D. H. Wolpert
We consider the problem of designing the the utility functions of the utility-maximizing agents in a multi-agent system so that they work synergistically to maximize a global utili…
cs.GT2011
Game theoretic modeling of pilot behavior during mid-air encounters
Ritchie Lee, David H. Wolpert
We show how to combine Bayes nets and game theory to predict the behavior of hybrid systems involving both humans and automated components. We call this novel framework "Semi Netwo…