Effect of Emotional Feedback in a Decision-Making System for an Autonomous Agent

被引:0
|
作者
Razuri, Javier Guerrero [1 ]
Sundgren, David [1 ]
Rahmani, Rahim [1 ]
Larsson, Aron [1 ]
机构
[1] Stockholm Univ, Dept Comp & Syst Sci, S-10691 Stockholm, Sweden
关键词
Affective computing; Artificial neural network; Facial expression recognition; Detection of emotional information; Adversarial risk analysis; Broaden and Build theory; MODEL; FEAR;
D O I
10.1007/978-3-319-12027-0_49
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The main purpose of this research is the implementation of a decision model affected by emotional feedback in a cognitive robotic assistant that can capture information about the world around it. The robot will use multi-modal communication to assist the societal participation of persons deprived of conventional modes of communication. The aim is a machine that can predict what the user will do next and be ready to give the best possible assistance, taking in account the emotional factor. The results indicate the benefits and importance of emotional feedback in the closed loop human-robot interaction framework. Cognitive agents are shown to be capable of adapting to emotional information from humans.
引用
收藏
页码:613 / 624
页数:12
相关论文
共 50 条
  • [21] AUTONOMOUS DECISION-MAKING AND ITS RELATIONSHIPS WITH SATISFACTION AND REGRET WITH CAREER DECISION-MAKING
    Pilarik, Lubor
    Latalova, Veronika
    PSYCHOLOGIA PRACE A ORGANIZACIE 2016, 2016, : 145 - 152
  • [22] Dissociation of emotional decision-making from cognitive decision-making in chronic schizophrenia
    Lee, Yanghyun
    Kim, Yang-Tae
    Seo, Eugene
    Park, Oaktae
    Jeong, Sung-Hun
    Kim, Sang Heon
    Lee, Seung-Jae
    PSYCHIATRY RESEARCH, 2007, 152 (2-3) : 113 - 120
  • [23] The effect of athletic expertise and trait emotional intelligence on decision-making
    Vaughan, Robert
    Laborde, Sylvain
    McConville, Christopher
    EUROPEAN JOURNAL OF SPORT SCIENCE, 2019, 19 (02) : 225 - 233
  • [24] Positive Emotional Context Eliminates the Framing Effect in Decision-Making
    Cassotti, Mathieu
    Habib, Marianne
    Poirel, Nicolas
    Aite, Ania
    Houde, Olivier
    Moutier, Sylvain
    EMOTION, 2012, 12 (05) : 926 - 931
  • [25] Autonomous Agents and Ethical Decision-Making
    Cervantes, Jose-Antonio
    Rodriguez, Luis-Felipe
    Lopez, Sonia
    Ramos, Felix
    Robles, Francisco
    COGNITIVE COMPUTATION, 2016, 8 (02) : 278 - 296
  • [26] Autonomous Agents and Ethical Decision-Making
    José-Antonio Cervantes
    Luis-Felipe Rodríguez
    Sonia López
    Félix Ramos
    Francisco Robles
    Cognitive Computation, 2016, 8 : 278 - 296
  • [27] Autonomous Decision-making for Satellites Surveillance
    Yu, Kuai
    Liu, Fengjing
    Liu, Yunhe
    Li, Guo
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 2805 - 2810
  • [28] Planning and Decision-Making for Autonomous Vehicles
    Schwarting, Wilko
    Alonso-Mora, Javier
    Rus, Daniela
    ANNUAL REVIEW OF CONTROL, ROBOTICS, AND AUTONOMOUS SYSTEMS, VOL 1, 2018, 1 : 187 - 210
  • [29] Autonomous Decision-Making While Drilling
    Cayeux, Eric
    Daireaux, Benoit
    Ambrus, Adrian
    Mihai, Rodica
    Carlsen, Liv
    ENERGIES, 2021, 14 (04)
  • [30] AUTONOMOUS DECISION-MAKING AND JAPANESE TRADITION
    HOSHINO, K
    CAMBRIDGE QUARTERLY OF HEALTHCARE ETHICS, 1995, 4 (01) : 71 - 74