Planning: LLM vs. A* search

 Given 19, 36, 55, 7, can you give an equation that equals 622? inspired by source

直覺模式

try combinations

May need several trials

LLM intuitive mode is not good at this.

Reasoning mode 推理模式

Claude in reasoning mode got it in seconds.

chat

Using reasoning such o1

Code gen

Do A* search with Python code

(what is A* search?)

change to JS

Visualize the process

Plot in grids

Animate step by step

ChatGPT o1 did it in 41 sec. comparing to 0.001 s using A*

求解過程的動畫

參考: 黃品勛 A*

比老師的美

Distance plot