Autonomous Agents and Ethical Decision-Making

被引:22
|
作者
Cervantes, Jose-Antonio [1 ]
Rodriguez, Luis-Felipe [2 ]
Lopez, Sonia [1 ]
Ramos, Felix [1 ]
Robles, Francisco [3 ]
机构
[1] CINVESTAV, Dept Comp Sci, Guadalajara, Jalisco, Mexico
[2] Inst Tecnol Sonora, Dept Comp Sci, Hermosillo, Sonora, Mexico
[3] Univ Guadalajara, North Ctr, Dept Well Being & Sustainable Dev, Guadalajara 44430, Jalisco, Mexico
关键词
Ethical decision-making; Artificial moral agent; Machine ethics; Cognitive informatics; Cognitive process; ORBITOFRONTAL CORTEX; PREFRONTAL CORTEX; PREMOTOR CORTEX; NEURAL BASIS; REWARD; INTELLIGENT; EMOTION; MODEL; REPRESENTATIONS; INFORMATION;
D O I
10.1007/s12559-015-9362-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Machine ethics, also known as artificial morality, is a newly emerging field concerned with ensuring appropriate behavior of machines toward humans and other machines. In this article, we discuss the importance of machine ethics and present a computational model of ethical decision-making for autonomous agents. The proposed model implements a mechanism for integrating the results of diverse assessments into a unique cue, and takes into account the agent's preferences, good and bad past experiences, ethical rules, and current emotional state as the main factors involved in choosing the most appropriate option. The design of the model is based on theories and models developed in fields such as neuroscience, psychology, artificial intelligence, and cognitive informatics. In particular, the model attempts to emulate neural mechanisms of the human brain involved in ethical decision-making.
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页码:278 / 296
页数:19
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