کنفرانس مهندسی برق ایران

صفحه اصلی / سی امین کنفرانس بین المللی مهندسی برق

A Simulation of Bayesian Surprise

نویسندگان :

Alireza Maleki¹ Ali Taherinassaj² Hoda Mohammadzade³

1- دانشگاه صنعتی شریف 2- دانشگاه صنعتی شریف 3- دانشگاه صنعتی شریف

کلمات کلیدی :

Bayesian Surprise, Kullback–Leibler Divergence, Puzzlement Surprise, Enlightenment Surprise

چکیده :

The emotion of surprise is of particular interest among the other basic emotions as it can be approached by computational approaches and for which mathematical models exist. This paper explains the cognitive purposes that this emotion serves and the connections that it has with the fields of machine learning, neuroscience, information theory, and psychology. The main contribution of this paper is to enter the debate revolving around its computational modeling and argue for the generality of Bayesian surprise. This is done by providing a computer simulation that applies the formula of Bayesian surprise in a rock-paper-scissors experiment and notices that the two fundamental aspects of this emotion, known as puzzlement surprise and enlightenment surprise, are both capture by a single formula.

لیست مقالات

لیست مقالات بایگانی شده

Model Predictive Control for Optimal Drug Administration of Cancer Chemotherapy

Zahra Hosseinpour - Amirhossein Nikoofard - Erfan Nejabat

Experimental Study on Automatically Assembling Custom Catering Packages With a 3-DOF Delta Robot Using Deep Learning Methods

Reihaneh Yourdkhani - Arash Tavoosian - Navid Asadi Khomami - Mehdi Tale Masouleh

Deep Convolutional Neural Network for ADHD Classification using resting-state fMRI

MohammadHadi Firouzi - Maliheh Ahmadi - Kamran Kazemi - Mohammad Sadegh Helfroush - Ardalan Aarabi

Service Restoration in Distribution Networks Based on a Two-stage Power Flow Model

Saman Armand - Jalal Heidary - Eli Shirazi

Efficient Full Adders for Approximate Arithmetic Units in the Image Processing Applications

Bahram Rashidi

A Design Methodology for Submicron Low-Voltage Bandgap Voltage Reference

Mehdi Samavati - Samad Sheikhaei - Mohsen Jalali

Entanglement-Assisted Classical-Quantum Multiple Access Wiretap Channel: One-shot Achievable Rate Region

Hadi Aghaee - Bahareh Akhbari

Multi-agent H-Learning Based Cooperative Spectrum Sensing for Cognitive Radio Networks

Elaheh Karimpour Fard - Mahdi Nouri - Hamid Behroozi - Sima Sobhi-Givi

تخمین کانال های پهپاد به پهپاد با استفاده از فیلتر کالمن توسعه یافته

فهیمه رنجبر - محمدعلی سبقتی

An Open-Loop Time Amplifier With Zero-Gain Delay in Output for Coarse-Fine Time to Digital Converters

Seyyed Morteza Golzan - Jafar Sobhi - Ziaddin Daie Koozehkanani

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.3.2