Characteristics of AI Problems
Characteristics of AI Agents
What is Knowledge-Based AI?
Optional Reading: "What is AI anyway?" - Ashok K. Goel, Jim Davies
Foundations: The Four Schools of AI
Optional reading: Artificial Intelligence: A Modern Approach (Russell & Norvig), Ch. 1 Section 1.
A pdf of the first chapter of the book can be found on the authors' homepage, at this link.
What are Cognitive Systems?
Optinal reading: The Cognitive Systems Paradigm (Langley Paradigm)
Cognitive System Architecture
three layers architecture:
- Reaction: not planning, just conditional reaction
- Deliberation: planning
- Metacognition: reasons about internal metal world (including deliberation or reaction).
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- => eg, change the lane to the left, the cars behind honk because I didnt leave enough space for the cars alread on the left lane
- => be aware that the lane chaning didnt go smoothly
- => think about my actions and deliberation led to the actions
- => may decide to change or reconfigure or repair the deliberation that led to the suboptimal plan for chaning the lanes
Topics in KBAI
