气候变化领域集成服务门户(CCPortal): Modeling Decisions in Collective Risk Social Dilemma Games for Climate Change Using Reinforcement Learning

CCPortal

	Modeling Decisions in Collective Risk Social Dilemma Games for Climate Change Using Reinforcement Learning
	Kumar, Medha; Agrawal, Kapil; Dutt, Varun
发表日期	2019
ISSN	2379-1667
页码	26-33
英文摘要	Prior research has used reinforcement-learning (RL) models like Expectancy-Valence-Learning (EVL) and Prospect-Valence-Learning (PVL) to investigate human decisions in choice games. However, currently little is known on how RL models would account for hum
关键词	Collective risk social dilemma decision-making reinforcement-learning Expectancy-Valence-Learning model Prospect-Valence-Learning model
学科领域	Computer Science, Artificial Intelligence;Computer Science, Theory & Methods
语种	英语
WOS记录号	WOS:000475671400004
来源期刊	2019 IEEE INTERNATIONAL CONFERENCE ON COGNITIVE AND COMPUTATIONAL ASPECTS OF SITUATION MANAGEMENT (COGSIMA)
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/81886
作者单位	Indian Inst Technol Mandi, Sch Comp & Elect Engn, Appl Cognit Sci Lab, Kamand 175005, India
推荐引用方式 GB/T 7714	Kumar, Medha,Agrawal, Kapil,Dutt, Varun. Modeling Decisions in Collective Risk Social Dilemma Games for Climate Change Using Reinforcement Learning[J],2019:26-33.
APA	Kumar, Medha,Agrawal, Kapil,&Dutt, Varun.(2019).Modeling Decisions in Collective Risk Social Dilemma Games for Climate Change Using Reinforcement Learning.2019 IEEE INTERNATIONAL CONFERENCE ON COGNITIVE AND COMPUTATIONAL ASPECTS OF SITUATION MANAGEMENT (COGSIMA),26-33.
MLA	Kumar, Medha,et al."Modeling Decisions in Collective Risk Social Dilemma Games for Climate Change Using Reinforcement Learning".2019 IEEE INTERNATIONAL CONFERENCE ON COGNITIVE AND COMPUTATIONAL ASPECTS OF SITUATION MANAGEMENT (COGSIMA) (2019):26-33.