Decision Making: Uncertainty, Imperfection, Deliberation and Scalability

• Corporate Author: SpringerLink (Online service)
• Other Authors: Guy, Tatiana V. (Editor), Kárný, Miroslav (Editor), Wolpert, David H. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Studies in Computational Intelligence, 538
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

This volume focuses on uncovering the fundamental forces underlying dynamic decision making among multiple interacting, imperfect and selfish decision makers. The chapters are written by leading experts from different disciplines, all considering the many sources of imperfection in decision making, a...

Table of Contents:

• Bayesian Methods for Intelligent Task Assignment in Crowdsourcing Systems
• Designing Societies of Robots
• On the Origins of Imperfection and Apparent Non-Rationality
• Lasso Granger Causal Models: Some Strategies and their Efficiency for Gene Expression Regulatory Networks
• Cooperative Feature Selection in Personalized Medicine
• Imperfect Decision Making and Risk Taking are affected by Personality.