Planning Algorithm
Domain: Agent Fundamentals
🎯 Motivation
The method an agent uses to create and refine plans. Common approaches: tree search, graph search, LLM-based planning.
📋 Concrete Example
ReAct: think-act-observe loop. Tree of Thoughts: explore multiple plans, pick the best. Plan-and-Execute: create full plan, then execute each step.
🔗 Analogy
A GPS navigation system computing routes - it explores multiple paths (planning algorithm), estimates traffic, and picks the best route. Agents do this with tasks instead of roads.