In this course, we will explore how individual problem solving, judgment, and decision making can be influenced by interpersonal and developmental factors.
이 강좌는 Mind and Machine 전문 분야의 일부입니다.
Interpersonal, Developmental, and Evolutionary Perspectives of the Mind
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About this Course
배울 내용
Model the effects of multiple decision maker systems in various scenarios.
Analyze the Prisoner’s Dilemma and other Game Theory scenarios as a model of decision making and behavioral adaptation.
Discuss the relationships in genetic evolution models and developmental models of judgement and decision making.
Implement the design of autonomous agents as artificial life.
강의 계획 - 이 강좌에서 배울 내용
주
1완료하는 데 1시간 필요
Introduction
This week we will explore how individual decision rules and heuristics can create higher-order outcomes when applied in groups.
1개 동영상 (총 23분), 1 quiz
1개 연습문제
Multiple Deciding Agents5m
주
2완료하는 데 4시간 필요
Game Theory
This week we will explore mathematical models of different decision processes in game theory scenarios.
3개 동영상 (총 111분), 4 quizzes
3개의 동영상
Game Theory: Axelrod's Tournament26m
Games "In the Large"48m
3개 연습문제
Prisoner's Dilemma15m
Strategies15m
Scale and Complexity10m
주
3완료하는 데 6시간 필요
Game Theory and Evolution
This week we will explain how different game theory models of decision making can model evolutionary processes and how different behaviors can be supportive of species survival from an evolutionary perspective.
4개 동영상 (총 166분), 2 readings, 3 quizzes
4개의 동영상
Game Theory & Evolution Part 229m
Evolution & Cognitive Science59m
Infant & Child Cognition49m
2개의 읽기 자료
Optional: Encyclopedia Entry for Evolutionary Game Theory10m
Evolutionary Psychology: A Primer10m
2개 연습문제
Game Theoretic Evolution10m
“Bourgeois” Strategy15m
주
4완료하는 데 3시간 필요
Embodied Cognition
This week we will discuss how different behaviors of biological life can be reproduced in artificial systems.
2개 동영상 (총 89분), 3 readings, 1 quiz
3개의 읽기 자료
***Optional: The Mind Expanding Ideas of Andy Clark10m
Experiments in Synthetic Psychology10m
***Animals teach Robots to find their way10m
강사
David Quigley
Research AssociateCognitive Science
콜로라도 대학교 볼더 캠퍼스 정보
CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.
Mind and Machine 전문 분야 정보
This specialization examines the ways in which our current understanding of human thinking is both illuminated and challenged by the evolving techniques and ideas of artificial intelligence and computer science. Our collective understanding of “minds” – both biological and computational – has been revolutionized over the past half-century by themes originating in fields like cognitive psychology, machine learning, neuroscience, evolutionary psychology, and game theory, among others. This specialization focuses on both the larger “historical” arc of these changes as well as current research directions and controversies.
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강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.
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강좌를 등록하면 전문 분야의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.
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