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| Type | Description | Example | |------|-------------|---------| | | Acts only on current percept, ignores history. | Thermostat | | Model-Based Reflex Agent | Maintains internal state (model of world). | Self-driving car lane keeping | | Goal-Based Agent | Chooses actions to achieve a goal. | Pathfinding in games | | Utility-Based Agent | Maximizes a utility function (happiness metric). | Stock trading bot | | Learning Agent | Improves performance over time via feedback. | Recommendation system | It looks like you’ve provided a string of