5.2 Agent Architecture Fundamentals¶
Core Components of Agent Systems¶
- Perception Module: Gathering and interpreting input
- Reasoning Engine: Decision-making and strategy formulation
- Action Execution System: Translating decisions into concrete steps
Agent Mental Model¶
- Knowledge Representation
- Goal Management
- Context Understanding
- Decision Tree Processing
Technical Deep Dive¶
- Cognitive Architecture Patterns
- State Machine Modeling
- Probabilistic Reasoning Frameworks
Learning Checkpoint¶
- Sketch a basic agent architecture diagram
- Identify key differences between agent and traditional software architectures