Free Download An Introduction To Ai Agents
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 214.06 MB | Duration: 0h 45m
From Goal Based to Self Learning AI Agnts
What you'll learn
Define the concept of an AI agent and its components, such as sensors, actuators, state, and goals.
Compare and contrast different types of AI agents, such as simple reflex agents, model-based agents, goal-based agents, utility-based agents, learning agents
Implement AI agents using Python and various tools and frameworks, such as ML-Agents, Q-learning, and reinforcement learning.
Apply AI agents to solve real-world problems, such as games, robotics, natural language processing, and computer vision.
Requirements
A basic understanding of Python, Neural Networks, and Machine Learning is recommended for this course.
Description
Are you interested in learning how to create intelligent systems that can solve real-world problems? Do you want to explore the fascinating field of artificial intelligence and its applications? If yes, then this course is for you! This course consists of six lectures as well as several handouts and resources. By utilizing everything in this course, you can become an expert in AI Agents today! Don't miss out on this exciting opportunity, and this exciting course. In this course, you will:Learn the basic concepts and terminology of AI and intelligent agentsUnderstand the different types of AI agents, such as simple reflex agents, model-based agents, goal-based agents, utility-based agents, learning agents, and hierarchical agentsImplement AI agents using Python and various tools and frameworks, such as ML-Agents, Q-learning, and reinforcement learningApply AI agents to solve real-world problems, such as games, robotics, natural language processing, and computer visionEvaluate the performance and limitations of AI agents, and explore the ethical and social implications of AIBy the end of this course, you will have a solid foundation of AI and intelligent agents, and you will be able to create your own AI projects and applications. You will also receive a certificate of completion that you can showcase on your resume and portfolio.
Overview
Section 1: Introduction
Lecture 1 Introduction & Simple Reflex Agents
Lecture 2 Model Based Reflex Agents
Lecture 3 Goal Based Agents
Lecture 4 Utility Based Agents
Lecture 5 Learning Agents
Lecture 6 Hierarchical Agents
This course is for anyone who would lik to learn and understand what Agent Based AI can currently do, and the different types.
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