90 citations · 273 across the 18 of their papers we have counts for
4 papers · 1 filter
Causal Games and Causal Nash Equilibrium
Mauricio Gonzalez-Soto, Luis E. Sucar, Hugo J. Escalante
Classical results of Decision Theory, and its extension to a multi-agent setting: Game Theory, operate only at the associative level of information; this is, classical decision mak…
Choosing with unknown causal information: Action-outcome probabilities for decision making can be grounded in causal models
Mauricio Gonzalez Soto, David Danks, Hugo J. Escalante Balderas +1
Decision-making under uncertainty and causal thinking are fundamental aspects of intelligent reasoning. Decision-making has been well studied when the available information is cons…
Supervised Learning of the Next-Best-View for 3D Object Reconstruction
Miguel Mendoza, J. Irving Vasquez-Gomez, Hind Taud +2
Motivated by the advances in 3D sensing technology and the spreading of low-cost robotic platforms, 3D object reconstruction has become a common task in many areas. Nevertheless, t…
A Guiding Principle for Causal Decision Problems
M. Gonzalez-Soto, L. E. Sucar, H. J. Escalante
We define a Causal Decision Problem as a Decision Problem where the available actions, the family of uncertain events and the set of outcomes are related through the variables of a…