🔄 PTA Loop: Perceive → Think → Act
The core mechanism of Agent architecture — interactive animation
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🤖
Agent
👁️
Perceive
Perceive
O_t = Observe(E_t, A_{t-1})
观察环境 + 获取反馈
🧠
Think
Think
T_t, P_t = LLM(O_t | S_{t-1})
推理 + 生成行动计划
⚡
Act
Act
A_t = Execute(P_t)
执行工具 → 改变环境
🌍 Environment State (E_t)
Step
t=0
Temperature
--
Task
Idle
Status
idle