6.034 Artificial Intelligence - Recitations, fall 2004 online slides on learning |
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Next: The Learning Problem Previous: Categories of Learning
A General Model of Learning Agents
- Learning Element:
- Adds knowledge, makes improvement to system
- Performance Element:
- Performs task, selects external actions
- Critic:
- Monitors results of performance, provides feedback to learning element
- Problem Generator:
- Actively suggests experiments, generates examples to test
- Performance Standard:
- Method / standard of measuring performance
