CS代考计算机代写 AI PowerPoint Presentation

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Introduction to CS7637

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Class goals, outcomes, and strategies

Class projects and assessments

Computational psychometrics

Raven’s Progressive Matrices

Principles of CS7637

You will learn…

Core methods of knowledge-based AI

Tasks addressed by knowledge-based AI

How knowledge-based AI agents use these methods to address these tasks

The relationship between AI and human cognition

You will be able to…

Design and implement a knowledge-based AI agent

Use these strategies and agents to address complex, practical problems

Use the design and results of these agents to reflect on human cognition

You will learn by…

Learning by Example

Learning by Doing

Project-Based Learning

Personalization

Learning by Reflection

You will complete…

Projects

Short assignments

Tests

Exercises

Discussions

Raven’s Progressive Matrices

Test written in the 1930s to examine general intelligence.

Consists of 60 multiple-choice visual analogy problems.

Unique in that problems are strictly visual.

Widespread usage as a valid test for intelligence.

Problems

2×2 matrix problems

3×3 matrix problems

2×1 matrix problems

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5. KBAI agents use heuristics to find solutions that are good enough, though not necessarily optimal.

6. KBAI agents make use of recurring patterns in the problems they solve.

7. The architecture of KBAI agents enables reasoning, learning, and memory to support and constrain each other.

1. KBAI agents represent and organize knowledge into knowledge structures to guide and support reasoning.

2. Learning in KBAI agents is often incremental.

3. Reasoning in KBAI agents is top-down as well as bottom-up.

4. KBAI agents match methods to tasks.

Principles of CS7637

Frequently-used readings

Artificial Intelligence by Patrick Winston

Knowledge Systems by Mark Stefik

Artificial Intelligence by Elaine Rich and Kevin Knight

Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig

To recap…

Class goals, outcomes, and strategies

The Project: Raven’s Progressive Matrices

Principles of CS7637

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