場域應用與服務設計 Syllabus 2026 Fall

 張耀仁教授

9/15 Introduction

示範: AI 快速開發 無人機飛行模擬視覺化 (1094 lines of code)

AI 在半導體產業的應用

百工如何使用ＡＩ (SVG)

什麼是「場域應用與服務設計」？AI 如何賦能服務設計？ -> 介紹學期專案

AI 入門

9/22 Prompts

AI 互動的基礎：如何與 AI 有效溝通 (Prompt 基礎篇)

合成物件

9/29 - Visualization

演算法視覺化

工程動畫

9/30 Enhanced Visualization

Enhance visualization (M. I. P.)

10/6 Reasoning

推理模式

推理模式 special topic: Smart Dog Ball Retrieval

10/13 Reasoning for Complex Problems

Make AI smarter (Dog Retrieving Ball)

Reasoning with AI for Complex Constrained Problems: Dinner Scheduling 

10/20 Dinner Operation

Catch up

Follow up

Animation for dinner scheduling

10/27 Backtrack

backtrack

A* macro thinking for electronic engineering problems

11/3 Solving Electronics

Catch up

Follow up

A* macro thinking for electronic engineering problems

Solving Electronics (Long Chain of Thought)

11/10 - 期中考暫停上課一次

11/17 Circuit Optimization

Catch Up

AI is the new UI

AI is the new development and prototyping environment

Follow Up

Optimize Circuit Design Using A*

11/24  RL

follow up (Circuit Optimization)

RL pt.1

12/1 RL

Follow up RL

RL pt.2

Reinforcement Learning (an introduction)

12/8 Machine Learning for Asset Management

Follow up RL 2

Follow up RL 3

Financial analysis

Portfolio Management

Financial Skills

12/15, 12/22  World Model for Artificial General Intelligence (AGI)

Outline

Case Example

JEPA Bionic Arm

JEPA Navigator Robot

World Models vs. LLM/VLM
閱讀：Programming in the AI era (ppt)
閱讀：AI Architecture and Challenges (ppt)

12/29

1/5

backup

Prompt Engineering Guide

Japan in Geological evolution

• Financial 2

  Financial 3

• 規模 9.0 程式設計的地震 

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End of Class