主辦單位
📍 2025.10.31 第五屆Fun AI Winter Camp 開始報名囉！ 👉 Here
想知道 Game AI 是什麼？AI 又是怎麼學會遊戲闖關的？更想實際操作看看建立模型嗎？
-
-
-
-
Shao-Hua Sun is an Assistant Professor in the Department of Electrical Engineering at National Taiwan University (NTU). He received his Ph.D. from the University of Southern California and his B.S. from NTU. His research spans machine learning, robot learning, reinforcement learning, and program synthesis. His work has been published at leading venues, including NeurIPS, ICML, CoRL, ICLR, etc. He has organized tutorials and workshops at NeurIPS, ICML, RLC, and CoRL.
Recent advances in artificial intelligence and machine learning have dramatically enhanced machines’ abilities to perceive visual scenes, understand natural language, and even surpass human experts in complex games. Yet, enabling robots to operate robustly in unstructured environments, manipulate novel objects, and acquire new skills—ultimately to relieve humans from tedious or hazardous tasks—remains a formidable challenge. My research aims to build a program-guided robot learning framework that is both interpretable and generalizable, allowing robots to acquire long-horizon, hierarchically structured skills such as furniture assembly and cooking. In this framework, desired behaviors are represented as executable programs, while primitive skills are learned as reusable modules for carrying out higher-level plans. This talk will present a series of projects that progressively develop and integrate these ideas, advancing toward a unified framework for interpretable, generalizable, and skillful robot learning.
-
-
-
-
| Time | Event |
|---|---|
| 13:00-13:30 | 學員報到(請先自行用餐完畢) |
| 13:30-13:50 | 開幕 |
| 13:50-14:50 | Keynote 1: - Speaker: 楊善雅 (AMD) |
| 14:50-15:50 | Keynote 2: - Speaker: 孫偉芳 (NVIDIA) |
| 15:50-16:10 | Coffee Break |
| 16:10-18:30 | Proly遊戲平台介紹 + Proly初階版實作 |
| Time | Event |
|---|---|
| 09:00-12:00 | Proly進階版實作 |
| 12:00-13:00 | Lunch Break |
| 13:00-13:30 | 機器人開放實驗室參觀 |
| 13:30-14:30 | Keynote 3: Program-Guided Robot Learning: Toward Interpretable and Generalizable Robotic Intelligence Speaker: Shao-Hua Sun (Assistant Professor, National Taiwan University) |
| 14:30-16:30 | Single Leg Robot 實作 (I) |
| 16:30-16:50 | Coffee Break |
| 16:50-18:30 | Single Leg Robot 實作 (II) |
| Time | Event |
|---|---|
| 09:00-12:00 | Proly對戰版實作 (I) |
| 12:00-13:00 | Lunch and Break |
| 13:00-15:30 | Proly對戰版實作 (II) |
| 15:30-15:50 | Coffee Break |
| 15:50-18:30 | Proly對戰版實作 (III) |
| 18:30-19:30 | Dinner |
| 19:30-21:00 | 挑燈夜戰! |
| Time | Event |
|---|---|
| 09:00-10:00 | NTHU DIT Robotics 國際機器人比賽與社群經營經驗分享 |
| 10:00-11:00 | Keynote 4: - Speaker: Min Sun (Professor, National Tsing Hua University / Principal Scientist, Amazon) |
| 11:00-12:00 | Keynote 5: - Speaker: Lewis Chang (Google Robotics) |
| 12:00-13:00 | Lunch and Break |
| 13:00-15:00 | Proly大戰PK Time! (獎金等你拿!) |
| 15:00-15:10 | 問卷填寫 |
| 15:10-16:00 | 結業(頒發獎項與證書) |
心動不如馬上行動，詳閱以下資訊後，趕緊加入我們的行列！