Font Size: a A A

Study On Evolution Of Human And Robot Competition Based On Cellular Automata

Posted on:2019-05-17Degree:MasterType:Thesis
Country:ChinaCandidate:Y Q XiaFull Text:PDF
GTID:2428330548963290Subject:Mechanical engineering
Abstract/Summary:PDF Full Text Request
With the development of artificial intelligent technology,The ethical problems of robotics been increasingly serious because of deep integration of technology of robotics and artificial intelligence.The paper adopt a new perspective to study the ecological ethics and the relationship between the intelligent machines in terms of the three laws of robot as the limitation of the robot ethics.Firstly we assume that the robot has self-awareness and self-decision-making ability,Then cellular automata model of evolution between humans and intelligent robot was established by the bottom-up research method of artificial life.This paper firstly described that intelligent robot is changing the human life world,Then the topic of robot ethics was introduced.The problem of robot ethics needs to be solved urgently according to the predictions from the prophecy of experts and scholars and Hollywood block busters content,Then the research significance of this topic is explained,and the existing literature is summarized.The present situation of domestic and foreign research was summarized combined with the existing literature.The theory of cellular automata was introduced systematically.According to the assumption that the robot has self-awareness,decision-making ability of individual assumptions,Combined with the characteristics of the cellular automata model,The evolution rules of cellular automata were formulated for competition of human and intelligent machine.Then the model of evolution of the probabilistic cellular automata was completed for human and intelligent robot.The evolution of two species in different initial positions was simulated in this paper.The results show that the distance between two groups is more likely to accelerate the competition and evolution of the robot,but it does not affect the number of evolution,the average life and the maximal life.The competition evolution model between human and intelligent robot in resource field and environment field is established based on the existing model.The competition resource survival rules and environmental survival rules between human and robot were established.The results of competition evolution are analyzed by characteristic parameters such as the average life,maximal life and coexistence time.Finally,ecological model of Lotka-Volterra was introduced into the evolution of competition rules based on ecological population competition theory,The results show that reasonable parameter setting can achieve the coexistence of two robots.
Keywords/Search Tags:robot ethics, Competition evolution, Cellular automaton, Evolution rules, simulation
PDF Full Text Request
Related items