AI Agent Architecture

AI Agent can be understood through three key elements

Cognitive Architecture: It leverages episodic memory (storing specific events) and semantic memory (storing general knowledge), with episodic memory being dynamic and context-dependent, and semantic memory being stable and abstract.

Action Space: The agent performs both internal actions (reasoning, planning) and external actions (interacting with the environment).

Decision-Making: The agent follows an iterative loop of planning and execution, adapting based on new information.

These elements enable AI agents to adapt and perform efficiently in complex environments.

Author

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