YouTube 每 24 小時，只能上傳 10 部影片。同學的影片需要分數天上傳，請耐心等後。明年，我們會改善此流程。
YouTube 人氣獎
David Silver, Satinder Singh, Doina Precup, and Richard S. Sutton, Reward is enough, Artificial Intelligence, Volume 299, October 2021, 103535.
In this article we hypothesise that intelligence, and its associated abilities, can be understood as subserving the maximisation of reward. Accordingly, reward is enough to drive behaviour that exhibits abilities studied in natural and artificial intelligence, including knowledge, learning, perception, social intelligence, language, generalisation and imitation. This is in contrast to the view that specialised problem formulations are needed for each ability, based on other signals or objectives. Furthermore, we suggest that agents that learn through trial and error experience to maximise reward could learn behaviour that exhibits most if not all of these abilities, and therefore that powerful reinforcement learning agents could constitute a solution to artificial general intelligence.
Eliza Strickland, 12 Graphs That Explain the State of AI in 2025 Stanford’s AI Index tracks performance, investment, public opinion, and more, IEEE Spectrum, 07 Apr 2025
Eliza Strickland, The Top 10 AI Stories of 2024, IEEE Spectrum, 31 Dec 2024.
在台南住了20幾年，因為種種因素，來到中原大學任教。懷念台南的好天氣、上下班不太塞車、和美食。秉持共好的精神，紀錄我在中原的所見所聞。
張忠謀，《張忠謀自傳》下冊 (1964-2018)，天下，2024
「下冊」的第一篇「德儀篇」占全書三分之一篇幅，敘述我自 27 歲至 52 歲黃金年齡的崛起及衰退。德儀時期也是我最為熱情澎湃的年代。德儀讓我「獨上高樓，望盡天涯路」；為此，我無比地感激。但是，它對我的培植也激發了我要登上德儀顛峰的雄心。但是，這雄心是無法實現的；不說別的，只看 1970 年代美國德克薩斯州的客觀環境，就可斷定我的雄心很難很難實現。但是我的痴心，居然使我「明知不可為」的情況下，還在德儀多滯留了 5、6 年，後來連婚姻都賠上了。現在回想，那 5、6 年是多麼絕望的 5、6 年！
(4/9/2025) 許志華 (The original speaker needs to take care of emergency affairs.)
Knowledge to master for a better foundation (and future)
Tools and general:
Raphael Rosen, The 10-Second Algorithm That Could Unlock Fusion Energy, Princeton Plasma Physics Laboratory, March 16, 2025.
QUADCOIL is a groundbreaking computer code that simplifies the design of stellarator magnets, ensuring plasma shapes remain practical for real-world construction.
Unlike traditional methods, it rapidly predicts magnet complexity, saving time and effort. By integrating engineering constraints early, QUADCOIL helps streamline the path to cost-effective fusion energy.
工業與系統工程學系隸屬於電機資訊學院，所以系上同學們都要修習電路學和電子學相關的課程。在電機系，這些是非常重要的基礎知識；而且，從 IC 設計、晶圓代工、到封裝測試，台灣有許多世界級的領導廠商，所以，值得同學們好好地學習相關的知識。更多資訊。
TaiwanPlus Docs, Inside Micron Taiwan’s Semiconductor Factory (美國美光科技在台灣的工廠，稱為外國直接投資 (Foreign direct investment, FDI))
Yale Engineering Dean's Invited Speaker Series featuring C.C. Wei (魏哲家), CEO, TSMC, 2023/11/15
ACM A.M. Turing Award Honors Two Researchers Who Led the Development of Cornerstone AI Technology: Andrew Barto and Richard Sutton Recognized as Pioneers of Reinforcement Learning, New York, NY, March 5, 2025
2024 Edelman Competition (video, special issue, INFORMS Journal on Applied Analytics)
Pierre Pinson, Mikkel Bjørn, Simon Kristiansen, Claus B. Nielsen, Lasse Janerka, Jesper Skovgaard, Kristian Durhuus (2025) Data-Driven at Sea: Forecasting and Revenue Management at Molslinjen. INFORMS Journal on Applied Analytics 55(1):5-21. https://doi.org/10.1287/inte.2024.0177 (2024 Franz Edelman Award Winner) (Keywords: ferry operations, demand forecasting, revenue management, machine learning (by XGBoost))
作者：朱敬一/ 羅昌發/ 李柏青/ 林建志，譯者：許瑞宋，價值戰爭: 極權中國與民主陣營的終極經濟衝突，衛城出版，2023
美中經濟衝突的根源是什麼？
經貿往來為什麼無法造就民主國家與專制國家的穩定合作？
何以市場理性無法擱置自由與集權的對峙？
