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I. Introduction to AI AgentsII. Key Elements of AI AgentsAutonomyDefinition of Autonomy in AI AgentsHow AI Agents Operate Without Human InterventionExamples of Autonomy in AI ApplicationsLearning Capabilities (Machine Learning and Deep Learning)Machine Learning Models Used in AI AgentsReinforcement Learning and Supervised Learning in AI AgentsAdaptive Learning in AI Agents: How They Improve Over TimeDecision-Making and Problem-SolvingHow AI Agents Analyze Data and Make DecisionsDecision-Making Algorithms and Optimization TechniquesReal-World Examples of Decision-Making AI AgentsPerception and SensingUse of Sensors, Cameras, and Data Inputs in AI AgentsHow AI Agents Perceive and Process Their EnvironmentRole of Computer Vision, Natural Language Processing (NLP), and Speech RecognitionInteraction…