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Introduction#1. Reactive AI AgentsWhat are Reactive AI Agents?Definition and Basic CharacteristicsExamples of Simple Reactive SystemsApplicationsAdvantages and Limitations#2. Limited Memory AI AgentsUse of Past Data to Improve DecisionsUse CasesAdvantagesChallenges#3. Theory of Mind AI AgentsConcept of Theory of Mind in AIUnderstanding Human Emotions and ThoughtsPotential ApplicationsResearch and Development Status#4. Self-Aware AI AgentsConcept of Self-Awareness in AI SystemsHypothetical ApplicationsEthical Considerations#5. Goal-Based AI AgentsHow They Operate Based on Predefined GoalsExamples in the Real WorldStrengths and Weaknesses#6. Utility-Based AI AgentsWhat are Utility-Based Agents?Decision-Making Based on Utility Functions (Maximizing Benefit)ApplicationsKey Advantages#7. Learning AI AgentsUse CasesAdvantages and Future Potential#8. Multi-Agent AI Systems (MAS)Coordination and Interaction Between Multiple…