關於 decision making paper ，我們在網路上蒐集到這些相關的討論、資訊與評價

史克威爾艾尼克斯集團 #科技推進部 首席 AI 研究員三宅陽一郎發表論文「於大規模數位遊戲導入人工智慧的一般體系 - 基於 FINAL FANTASY XV 的實例」。
　
該論文獲得社團法人人工智慧學會頒授「2020 年度人工智慧學會論文賞（JSAI Best Paper Award 2020）」。
　
學會認為該論文對於遊戲 AI 發展來說具有里程碑意義，有興趣的可至以下網址閱讀。
　
・URL
https://www.jstage.jst.go.jp/article/tjsai/35/2/35_B-J64/_article/-char/ja/
　
■三宅陽一郎氏
史克威爾艾尼克斯科技推進步首席 AI 研究員
史克威爾艾尼克斯 AI & Arts&Alchemy 取締役 CTO
東京大學工學博士及日本數位遊戲學會理事等。
　
-- 概述（假裝自己看的懂） - -

A game AI general theory has been researched and developed in game industry in the world, and a new game AI general theory of AI in digital game is supposed with three AIs. For a large scale of game, a game AI system consists of three types of AI such as meta-AI, character AI, and navigation AI. A meta-AI is to control a game dynamically from a bird-view by watching a player’s behavior. A character AI is a brain of a game character such as a buddy, a monster, or a villager to make a decision in real-time. A navigation AI is to recognize an environment of a game to find a path or a best location to move dynamically. Especially, character AI is a main topic to study in game development, and it includes many fields such as multi-layered structure, character animation, agent architecture, decision-making modules, and so on. A new method of decision-making of combination of behavior trees and state machines is supposed. It is called AI Graph. The game AI general theory was applied to an AI system of an action-RPG game “FINAL FANTASY XV”. The results are showed in the paper. All characters’ decision-making system in FINAL FANTASY XV are based on AI Graphs. An AI Graph Editor is a tool to make an AI Graph only by using a mouse and simple text inputs. A dynamics of the new method is showed by explaining AI Graph Editor precisely.

身為大學教師、肌力與體能教練，生活圍繞著教學、訓練、研究，加上兩個小孩相繼出生，每天忙得焦頭爛額，雖然持續指導研究生、參與國內外研討會，但學術生涯剛剛起步的我，卻一直生不出 SCI 文章，對於出國拿 Ph.D. 學位的自己，是一種很痛苦、很窒息的感覺……　
　
💪 別讓論文難產，阻礙自己的學術生涯。
　　
回想起國外求學時，指導教授不斷拿我們的工作與醫師做比喻，醫師要看診、要教學也要研究（與世界同步）更要長期的累積經驗，用證據當作 decision-making，這些日常換成運動科學家（sport scientist）的角色幾乎是一模一樣，只不過我們的對象是運動員。
　
看到校長能在這樣的環境下突破重圍，用研究的能量與世界接軌，心裡那股聲音也越來越強烈：「這就是我需要上的課！」
　
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每月都有校友登上 PubMed 的工作坊，將提供你「#最好的寫法」完成文章架構、「#最直覺的軟體」跑出統計圖表、「#最高效的策略」投稿學術期刊，全方位優化論文產出到發表的流程，讓你徹底擺脫卡關的惡性循環，一出手就離 accept 不遠了！
　　
#課程適合初學者
加強「從 0 到 1」的研究新手部分，依然保留新思惟課程的「雅俗共賞」特色。初學者來都非常滿意；即使傑出學者如登過外科第一名期刊的、超過 100 篇的、登過 Science 的學者們來上，也都有所收穫。　
　
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針對各位研究入門者心中最常見的問題，毫不迴避地直球對決。每個月都有校友登上 PubMed 的研究入門工作坊，歡迎你來！　
　
　
💗 SCI 天天有
　
工作坊已協助多位校友，從 0 到 1 突破困境！甚至有學員課後將陳年文稿大修，一月 received，三月論文就被接受了，還是人生第一篇 SCI paper！
　
🎉 2020 年 8 月 PubMed（SCI），共 72 篇（創新高）！
🎉 2020 年 7 月 PubMed（SCI），共 62 篇！
🎉 2019 年新思惟之友 SCI 論文發表，共 517 篇！
　
校友的研究成績越來越多，越來越好，得到被挖角機會，或在體系內獲得升遷，往更好薪酬與發展邁進！
　
　
#新手也能快速拚出你人生的SCI
🔹最新活動｜11 / 8（日）醫學論文與寫作工作坊
🔹立刻報名｜https://mepa2014.innovarad.tw/event/

英文文宣 - 為何我們戴口罩 2.0

Why Asians are so radical in containment of this virus and why should everyone be doing the same?

Why do I write this post? Because as a healthcare professional, I had to do a COVID-19 test so that I can ensure I won’t be passing it to the patients I have contact with. And guess what? HALF OF THE PATIENTS waiting for COVID-19 test at the lab ARE NOT WEARING a mask and are coughing like crazy.

Previously I talked about the rationale of asian wearing masks in a public health point of view.

Today, I will talk a bit more from a humanity perspective, why you should wear a mask if you have one, perform social distancing as much as possible and minimize unnecessary outdoor activities.

Again, the beauty of history is for us to learn, so we don’t step on the same shit over and over again.

Yes, we had a huge shit in 2003 during SARS epidemic where hundreds of lives were lost, economy took a huge toll, millions of jobs and businesses are gone, countless people went bankrupt. And today, we don’t want to step on the same shit ever again. Here are what we learned and why we think you should not take this virus lightly.

It is not uncommon to see the following arguments from westerners, DESPITE the outbreak is imminent and uncontrolled currently in the UK, EU & USA.

1. Stop reporting number of cases, this is fear mongering

-> I wonder whether you should fear more if every country is not reporting cases and try to suppress all relevant information like what China did in Nov and Dec 2019.

A. Introduction to public health 1001 teaches us that it is incredibly important to remain high transparency between the health authority and public so that the public can ADJUST their LIFESTYLE according to the degree of outbreak. If there are many community transmission cases, one should refrain from attending and public events and minimize public exposure so that they can reduce the risk of infection and the risk of passing to other people should they be infected.

B. Reporting cases transparently is to allow other coutries to implement appropriate border control and screening measures to ensure that when you travel to other countries, you are not BRINGING THE VIRUS an INFECTING other people in those countries.

C. When someone says giving briefs and reports everyday or every few hours is fear mongering, it just reflects how inconsiderate and irresponsible you as a person in this society are. Because you NEVER THOUGHT ABOUT OTHERS, you only THINK OF YOURSELF that the news and reports are making you nervous. If you are responsible and considerate, you would have understood that, this COVID-19 is not small thing, it has the potential to wipe out a significant proportion of our population if not dealt with vigilantly. If you have thought about these repercussion, you wouldn’t say it’s fear mongering, you would be actively advocating for containment of the virus.

2. Why are you forcing people to do social distancing and limit their activities?

-> why? Because these are the most EFFECTIVE MEASURES that cost NO MONEY.

A. No one is telling you to hoard toilet paper or soap or hand sanitizer. We are only telling you to be vigilant, stop going out for bars, pubs, clubs, sports activities. Does that cost you an arm or leg to not go out? NO! It even save you a couple of hundreds if you do it for a few weeks. What does it bring us? LESS, A LOT LESS, A LOT A LOT LESS community transmission cases which are extremely difficult to contain in a public health point of view.

B. second, if you are now living in a deserted island by yourself, I honestly couldn’t give two shits whether you isolate yourself, perform social distancing and minimize social contacts or not. But you are LIVING in a HUMAN COMMUNITY where you are not the only one that want to survive and live happily ever after. Everyone has his responsibility in public health, you not doing your part is essentially putting other at risk of serious health repercussion which I don’t think anyone is entitled to do so.

3. This is just another flu, most young folks are in mild condition

-> Surely at-risk population such as elderly, patients with chronic diseases and cancers, immunocompromised patients don’t quite matter in this society. Might as well get rid of them? Are you seriously that selfish?

A. Sure, you probably can survive this virus if you are a young and fit individual. But guess what? Continue going out when you are asymptomatic it mildly symptomatic, thinking that it’s just a flu so not even wearing a mask, shaking everybody’s hands and kissing everyone’s cheek, you probably bring a few down to ICU if not the morgue. The mortality rate between ar-risk population is incomparable to the general population. You are just a selfish prick if you believe that this is just a flu because you never even thought about how other lives may be affected and love ones of others may be gone because of your actions. Yes, SELFISH PRICK.

B. I couldn’t reinforce enough on the importance of education and reading in this dreadful moment. Whoever believes this is just a flu, please spend an hour and read the publication in various medical journals such as Lancet and NEJM and for once in your life, read the mortality and complication rate of patients NOT YOUR AGE AND CATEGORIES, then we can talk again on the ridiculous perception of “this is just a flu”

C. Some people think that as long as they don’t die, it’s not serious. Ever heard of the term “complication” and “sequelae”? Again, spend an hour and go read, then you will know why it is not just a flu and how your inconsiderate choice of actions in this community can permanently damage someone’s lung +/- testicles. Yeh, go read if you don’t know, education is very important these days.

No, I personally am not super worried of COVID-19, because I consider myself young and fit and I perhaps exceptionally high standard of infection control. But I’m worried about the patients that we have in the hospitals, I’m worried about my parents who have chronic diseases, I’m worried about the general public who may not be able to access medical services should this outbreak continue to be uncontrolled because our medical system is heavily overloaded now.

Yes, mortality rate is not super high if we have hospital beds, if we can provide critical care services to patients with complication, if there are enough manpower to handle all severe cases so we don’t need to end up like Italy and make that painful decision to choose who to live and who to go.

Please, wake up and start preparing for it. Be a responsible and considerate person in this dreadful moment.

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この動画は、以下の参考文献を元にした、DaiGoの独断と偏見を含む考察により、科学の面白さを伝えるエンターテイメントです。そのため、この動画はあくまでも一説であり、その真偽を確定するものではありません。

より正確な情報が必要な方は参考文献・関連研究をあたるか、信頼できる専門家に相談することをオススメします。

訂正や追加情報があれば、コメントなどに随時追記します。

リサーチ協力 Yu Suzuki http://www.nicovideo.jp/paleo
https://www.semanticscholar.org/paper/Inflammation-Predicts-Decision-Making-Characterized-Gassen-Prokosch/491db44a02d32ec951b258b42f6e2af3230164a0 #今なら
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