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AI- From Algorithms to Ethics - ACM WomENcourage 2020

Offered By: Association for Computing Machinery (ACM) via YouTube

Tags

Multi-Agent Systems Courses Artificial Intelligence Courses Machine Learning Courses Game Theory Courses Emergency Department Management Courses

Course Description

Overview

Explore a keynote speech from the ACM womENcourage 2020 conference focusing on teaching proficient human interaction to intelligent computer agents. Delve into Dr. Sarit Kraus's research on combining machine learning techniques for human modeling, human behavioral models, formal decision-making, and game theory approaches to enable agents to interact effectively with people. Learn about the design challenges of automated agents' strategies when including human interaction. Discover the speaker's background as a Professor of Computer Science at Bar-Ilan University and her numerous prestigious awards in the field of artificial intelligence. Gain insights into the evaluation of agent design in three environments, with a particular focus on emergency department triage and the development of training datasets and ranking functions.

Syllabus

Intro
Automated Agents
Methodology
Agent design
Evaluation: Three Environments
Emergency Department
Triage
Training Dataset
Training Ranking Function


Taught by

Association for Computing Machinery (ACM)

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