Defining your AI-Welcome to 'Designing Autonomous AI'
0.1 - A glimpse ahead
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Real Autonomous AI
The Instructional Team
About "Brain Design Challenge" the Honors track
Discussion | Introduce Yourself
Glossary & Course Map
Get help and meet other learners in this course. Join your discussion forums!
Defining your AI-Actions – Things brains can control
1.0 - Scenarios: The basis for learning
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1.1 - Actions: Sense, plan, act
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1.2 - Actions: String together into scenarios
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Defining your AI-Action strings for particular scenarios
1.3 - Navigating Actions (Map analogy)
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1.4 - Real Autonomous AI Stories: Bell Flight
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Defining your AI-Goal Pairs, and Goal Objectives
1.5 - What are the goals of the brain?
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Teaching Skills to your AI-Skills: Conceptual competencies for completing tasks
2.1 – Defining: Concepts, Skills, & Strategies
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2.2 – Matching Skills to Scenarios
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Example Use Case | Baggage ProcessingOptimization
Teaching Skills to your AI-Fantastic Skills, and Where to find them
3 Basic Brain Design Patterns
2.3 – (Fantastic) Skills: Perception, Action & Selector
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2.4 – "Heuristic Strategies" (Where to find them)
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Example Use Case | Rail Yard Optimization
Teaching Skills to your AI-Primary goals, Scenarios, and Secondary (sub) goals
2.5 – How goals relate to scenarios
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Teaching Skills to your AI-Rethinking complex goals as a series of related sub-goals
2.6 – Navigating by Landmarks (Goals)
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2.7 – Real Autonomous AI Stories: Tesla
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Organizing Skills in your AI-Deconstructing the Problem
3.1 – How to read brain design diagrams
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3.2 – Two paradigms for Orchestration
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Organizing Skills in your AI-How to Orchestrate Your Solution
3.3 – The 3-steps of orchestration
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Brain Design Patterns in Practice
Organizing Skills in your AI-Scenarios determine strategies; Strategies employ skills
3.4 – Navigating with Skills
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3.5 – Real Autonomous AI Stories: McKinsey
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Putting it All Together-Brain design... give it a try
4.1 – Brain Design Lab
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4.1a – Brain Design Lab - Manual
Putting it All Together-Rookie mistakes & how to avoid them
4.2 – Three pitfalls of orchestration
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Putting it All Together-Orchestrating skills for results
4.3 – Maps of Orchestration
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4.4 – Real Autonomous AI Stories: Alpha Go
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Putting it All Together-Review & Preview
Preview: Building Autonomous AI