The Nature of Belief-Directed Exploratory Choice in Human Decision-Making

The Nature of Belief-Directed Exploratory Choice in Human Decision-Making

In non-stationary environments, there is a conflict between exploiting currently favored options and gaining information by exploring lesser-known options that in the past have proven less rewarding. Optimal decision making in such tasks requires considering future states of the environment (i.e., p...

Full description

Bibliographic Details
Main Authors: W. Bradley Knox, A. Ross Otto, Peter eStone, Bradley eLove
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-01-01
Series:Frontiers in Psychology
Subjects:
Decision Making
reinforcement learning
exploration
planning
exploitation
ideal actor
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2011.00398/full

Similar Items

Similar Items