Home » Research » BRAIN: Validation of Enhanced Emotion Enabled Cognitive Agent Using Virtual Overlay Multi-Agent System Approach

Calendar

August 2017
M T W T F S S
« Jul   Sep »
 123456
78910111213
14151617181920
21222324252627
28293031  

Read these articles

  • BRAIN: Brain and AIBRAIN: Brain and AI
    As years pass, the importance of Artificial Intelligence grows at a fast pace. The evolution of this concept is being presented to the readers in Ángel Garrido’s upcoming paper, titled Brain and AI. Starting with …
  • BRAIN: Participative Teaching with Mobile Devices and Social Networks for K-12 ChildrenBRAIN: Participative Teaching with Mobile Devices and Social Networks for K-12 Children
    BRAIN journal exhibits a creative study on the Participative Teaching, utilizing strategies like Mobile Devices and Social Network for K-12 Children. Livia Stefan and Dragos Gheorghiu from Bucharest, Romania have inquired about the participatory pedagogical investigate, …
  • Review on “A Genetic Algorithm Approach to Regenerate Image from a Reduce Scaled Image Using Bit Data Count”Review on “A Genetic Algorithm Approach to Regenerate Image from a Reduce Scaled Image Using Bit Data Count”
    One of the biggest problems that we can encounter when scaling a picture that’s small to a big dimension is the fact that small scaled image are losing some important bits of information which cannot …
  • BRAIN: Generation Y Students in Social MediaBRAIN: Generation Y Students in Social Media
    Daniela Popescul and Mircea Georgescu present a new research indexed in BRAIN Journal on a very actual topic: Generation Y Students in Social Media. The purpose of this study is to estimate what it is known …
  • LiBRI: Talk – Creation or Destruction of MeaningLiBRI: Talk – Creation or Destruction of Meaning
    In the latest volume of the LiBRI, PhD Cristina Dimulescu, in the article Talk – Creation or Destruction of Meaning, brings into light the dispute that has been caused by the controversial power of the …
  • BRAND: A New Perspective on Corporate Social ResponsabilityBRAND: A New Perspective on Corporate Social Responsability
    This is the new BRAND: Broad Research in Accounting, Negotiation, and Distribution. The aim of the journal is to make an agora of different experts in economics, social and political sciences. We look for articles …
  • Hello dear scholars!
    Academia EduSoft is a website for researchers, scholars, academic staff, and students.
  • BRAIN: New Ideas for Brain ModellingBRAIN: New Ideas for Brain Modelling
    BRAIN is an academic journal willing to create links between specialists from clearly diverse exploratory fields, for example, Computer Science and Neurology. In fact, there is a considerable measure of subjects, for example, Artificial Intelligence, Cognitive …
  • LIBRI: The Values of Antiquity in Contemporary Literature and ArtsLIBRI: The Values of Antiquity in Contemporary Literature and Arts
    In the entitled article The Values of Antiquity in Contemporary Literature and Arts, Ph.D. and lecturer, Paula Onofrei is aiming to find the common grounds between the art of the Antiquity and the art of …
  • LiBRI: When Apologies Are Not Sincere ApologiesLiBRI: When Apologies Are Not Sincere Apologies
    PhD Ahmad Kareem Salem Al-Wuhaili will present in the latest volume of the LiBRI journal an article about the duality of political apologies, aiming to reveal the fact that important political faces apologise without meaning …
  • BRAIN – revista ISI
  • BRAND: Eye on China and United StatesBRAND: Eye on China and United States
    The latest volume of the BRAND. journal presents a new study developed by Milad Mahyari and Minoo Alemi, who analysed an eventual economical conflict between China and the United States of America. United States endeavors …

Categories

BRAIN: Validation of Enhanced Emotion Enabled Cognitive Agent Using Virtual Overlay Multi-Agent System Approach

In order to avoid car accidents and ensure safer roads, Autonomous vehicles (AVs) have been created. These vehicles are capable of sensing its environment and navigating without human input, which is indeed a great step towards more secure experiences for drivers. As a method of improvement for the AVs, agent-based collision avoidance components that represent human cognition and emotions have been designed. However, agent-based solutions have not been validated using any key validation technique.

Considering this lack of validation practices, the authors F. Riaz and M. A. Niazi present in their upcoming paper state-of-the-art Emotion Enabled Cognitive Agent (EEC_Agent), which was proposed to avoid lateral collisions between semi-AVs. It is stated in the paper that the main drawback of EEC_Agent is that it is claiming utilization of emotions in making collision avoidance decisions, but no proper emotion generation mechanism has been proposed, which helps the cognitive agent to feel emotion according to the changing in the dynamic environment. In order to overcome this problem, they have redesigned the architecture of EEC_Agent using EABM (Exploratory Agent Based Modeling) and explored the role of OCC (Ortony, Clore & Collins) model in the fear generation of EEC_Agent.

Emotion Enabled Cognitive Agent Architecture
Emotion Enabled Cognitive Agent Architecture

The authors utilize a SimConnector approach to join fuzzy logic environment results with NetLogo agent-based simulation. VOMAS (Virtual Overlay MultiAgent System) Agent is used to validate the performance of EEEC_Agent (Enhanced Emotion Enabled Cognitive Agent) in the rear end and overtaking collisions. The extensive experiments presented in the paper proved that validated EEEC_Agent can perform collision avoidance with smaller SSD (Stopping Sight Distance) and OSD (Overtaking Sight Distance) as compared to the human driver.

Agata Asofroniei