In Game as in Life? Linking Decision-making to Real-world Behavior

Smog, Cognition and Real-World Decision-Making

Cognitive functioning is critical as in our daily life a host of real-world complex decisions in high-stakes markets have to be made. The decision-making process can be vulnerable to environmental stressors. Summarizing the growing economic and epidemiologic evidence linking air pollution, cognition performance and real-world decision-making, we first illustrate key physiological and psychologi...

Decision Making in Uncertain Real-World Domains

DTGolog, a decision-theoretic agent programming language based on the situation calculus, was proposed to ease some of the computational difficulties associated with Markov Decision Processes (MDPs) by using natural ordering constraints on execution of actions. Using DTGolog, domain specific constraints on a set of policies can be expressed in a high-level program to reduce significantly comput...

Regulatory decision-making meets the real world.

As patient input in drug development increases and new data sources are tapped, regulators need to organize and ensure the quality of data to inform decision-making.

Making Real-World Evidence More Useful for Decision Making.

Predictive Heuristics for Decision-Making in Real-World Environments

In this paper we consider the issue of endowing an AGI system with decision-making capabilities for operation in real-world environments or those of comparable complexity. While action-selection is a critical function of any AGI system operating in the real-world, very few applicable theories or methodologies exist to support such functionality, when all necessary factors are taken into account...