In this course, we will explore how individual problem solving, judgment, and decision making can be influenced by interpersonal and developmental factors.
本课程是 Mind and Machine 专项课程 专项课程的一部分
Interpersonal, Developmental, and Evolutionary Perspectives of the Mind
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课程信息
1,626 次近期查看
您将学到的内容有
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.
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第 4 门课程（共 4 门）
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初级
完成时间大约为13 小时
建议：10 hours/week
英语（English）
字幕：英语（English）
教学大纲 - 您将从这门课程中学到什么
周
1完成时间为 1 小时
Introduction
This week we will explore how individual decision rules and heuristics can create higher-order outcomes when applied in groups.
1 个视频 （总计 23 分钟）, 1 个测验
1 个练习
Multiple Deciding Agents5分钟
周
2完成时间为 4 小时
Game Theory
This week we will explore mathematical models of different decision processes in game theory scenarios.
3 个视频 （总计 111 分钟）, 4 个测验
3 个视频
Game Theory: Axelrod's Tournament26分钟
Games "In the Large"48分钟
3 个练习
Prisoner's Dilemma15分钟
Strategies15分钟
Scale and Complexity10分钟
周
3完成时间为 6 小时
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.
4 个视频 （总计 166 分钟）, 2 个阅读材料, 3 个测验
4 个视频
Game Theory & Evolution Part 229分钟
Evolution & Cognitive Science59分钟
Infant & Child Cognition49分钟
2 个阅读材料
Optional: Encyclopedia Entry for Evolutionary Game Theory10分钟
Evolutionary Psychology: A Primer10分钟
2 个练习
Game Theoretic Evolution10分钟
“Bourgeois” Strategy15分钟
周
4完成时间为 3 小时
Embodied Cognition
This week we will discuss how different behaviors of biological life can be reproduced in artificial systems.
2 个视频 （总计 89 分钟）, 3 个阅读材料, 1 个测验
3 个阅读材料
***Optional: The Mind Expanding Ideas of Andy Clark10分钟
Experiments in Synthetic Psychology10分钟
***Animals teach Robots to find their way10分钟
讲师
David Quigley
Research AssociateCognitive Science
关于 科罗拉多大学波德分校
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.
关于 Mind and Machine 专项课程
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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