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The Anatomy of an LLM Agent 2025-12-15 · 11:55

How do LLM agents turn plain English into complex action? This talk demystifies their inner loop, tool calls, memory, error handling, and goal pursuit, through a fundamental deep dive into the mechanics that make real-world agents work. We'll start off with classical RL based agents and use that framework to understand cutting edge current LLM powered agents.

LLM reinforcement learning agent architectures tool calls memory
The Anatomy of an LLM Agent
The Anatomy of an LLM Agent 2025-12-15 · 11:55

How do LLM agents turn plain English into complex action? This talk demystifies their inner loop, tool calls, memory, error handling, and goal pursuit, through a from fundamental deep dive into the mechanics that make real-world agents work. We'll start off which classical RL based agents and use that framework to understand cutting edge current LLM powered agents.

reinforcement learning llm agents tool calls memory error handling
The Anatomy of an LLM Agent
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