Uncertainty avoidance and the exploration-exploitation trade-off

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Managing the Exploration/Exploitation Trade-Off in Reinforcement Learning

In this work, we present a model that integrates both exploration and exploitation in a common framework. First of all, we define the concept of degree of exploration from a state as the entropy of the probability distribution on the set of admissible actions in this state. This entropy value allows to control the degree of exploration linked to this state, and should be provided by the user. T...

متن کامل

PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off

We develop a coherent framework for integrative simultaneous analysis of the explorationexploitation and model order selection tradeoffs. We improve over our preceding results on the same subject (Seldin et al., 2011) by combining PAC-Bayesian analysis with Bernstein-type inequality for martingales. Such a combination is also of independent interest for studies of multiple simultaneously evolvi...

متن کامل

Exploration-exploitation trade-off features a saltatory search behaviour.

Searching experiments conducted in different virtual environments over a gender-balanced group of people revealed a gender irrelevant scale-free spread of searching activity on large spatio-temporal scales. We have suggested and solved analytically a simple statistical model of the coherent-noise type describing the exploration-exploitation trade-off in humans ('should I stay' or 'should I go')...

متن کامل

Uncertainty trade-off and disturbance trade-off for quantum measurements

An important non-classical feature of quantum measurements is the celebrated uncertainty trade-off, namely that the uncertainties in the outcomes of measurements performed on distinct yet identically prepared ensembles of systems cannot all be made arbitrarily small. Recently, we have shown that quantum measurements also exhibit another non-classical feature of disturbance trade-off namely, tha...

متن کامل

The Role of the Noradrenergic System in the Exploration–Exploitation Trade-Off: A Psychopharmacological Study

Animal research and computational modeling have indicated an important role for the neuromodulatory locus coeruleus-norepinephrine (LC-NE) system in the control of behavior. According to the adaptive gain theory, the LC-NE system is critical for optimizing behavioral performance by regulating the balance between exploitative and exploratory control states. However, crucial direct empirical test...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: European Journal of Marketing

سال: 2017

ISSN: 0309-0566

DOI: 10.1108/ejm-05-2016-0264