Title :
Artificial emotional interaction model based on EFSM
Author :
Meng Qing-mei ; Chen Ai-lian
Author_Institution :
Sch. of Mechanism Eng., Changzhou Univ., Changzhou, China
Abstract :
According to the basic emotional theory, the artificial emotional interaction model based on the hierarchical expanded finite state machine (EFSM)) was presented. In the EFSM, the variable set V was defined to offer the data for robot´s behavior. In the EFSM model, the emotional space included the basic emotional space and the multiple emotional spaces. The emotion-switching diagram was defined and transition function was developed using Markov chain. The simulation model was built using Stateflow toolbox and Simulink toolbox based on the Matlab platform. And the model included three subsystems: the input one, the emotion one and the behavior one. In the emotional subsystem, the responses of different personalities to the external stimuli were described by defining personal space. This model takes states from an emotional space and updates its state depending on its current state and a state of its input (also a state-emotion). The simulation model realizes the process of switching the emotion from the neutral state to other basic emotions. The simulation result is proved to correspond to emotion-switching law of human beings.
Keywords :
Markov processes; artificial intelligence; finite state machines; human-robot interaction; EFSM model; Markov chain; Matlab platform; Simulink toolbox; Stateflow toolbox; artificial emotional interaction model; emotion-switching diagram; hierarchical expanded finite state machine; multiple emotional spaces; robot behavior; variable set; Automata; Educational institutions; Humans; Markov processes; Mathematical model; Object oriented modeling; Presses; Markov chain; artificial emotion model; expanded finite state machine; simulation;
Conference_Titel :
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location :
Harbin, Heilongjiang, China
Print_ISBN :
978-1-61284-087-1
DOI :
10.1109/EMEIT.2011.6023466