เอา AI ไปใช้เล่นเกม เคยเห็นกันไหม
อธิบายไม่ค่อยเก่ง แต่อยากแบ่งปันความรู้
ในคลิปแค่เล่าคราวๆ อยากให้เห็นแนวโน้มเทคโนโลยีด้านนี้
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ใครสนใจศึกษาเพิ่มเติมในอินเตอร์เนตมีเยอะเลยเรื่องนี้
บทความภาษาไทยก็มี
สำหรับคำค้นหาได้แก่ Reinforcement learning กับ Deep Q-network
..
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ในทางเทคนิค
ถ้าใครสนใจโค้ดเกมนี้
จะเอามาเล่นดูก็ได้
ดาวน์โหลดได้ที่นี้ครับ (เป็น python นะ)
https://github.com/yanpanlau/Keras-FlappyBird
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แต่ทว่าโค้ดจากต้นฉบับ
โมเดลยังไม่ถูกเทรนนะครับ
ต้องเสียเวลาสอนมันอีก
ถ้าใครไม่อยากเสียเวลา
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ก็ไปเอาไปไฟล์ mdel.h5 ที่ถูกเทรนไว้แหละผมเก็บไว้ให้
https://github.com/…/Deep_Q_Lear…/flappy-bird-model/model.h5
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แล้วนำไฟล์ mdoel.h5 ที่ได้
ไปทับไฟล์เดิมที่ดาวน์โหลดจากต้นฉบับมา (backup ของเก่าก็ดี)
วางไว้ที่โฟลเดอร์ Keras-FlappyBird\\mdoel.h5
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แล้วให้แก้ไฟล์ qlearn.py
บรรทัดที่ 130 คอมเมนต์นี้ออกไปหน่อย
#x_t = x_t / 255.0
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จากนั้นรันคำสั่ง
python qlearn.py -m "Run"
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เขียนโดย โปรแกรมเมอร์ไทย thai programmer
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อ้างอิง
โค้ด: https://github.com/yanpanlau/Keras-FlappyBird/
paper: https://arxiv.org/pdf/1312.5602.pdf
youtube: https://youtu.be/TmPfTpjtdgg
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ติดตามคลิปนี้ได้ที่ youtube อีกที
https://youtu.be/1qry87n95KU
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.
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+++++ขั่วโมงขายของ++++
😻 ถ้าใครสนใจเล่ม "AI ไม่ยาก เรียนรู้ด้วยเลขม. ปลาย"
ก็สั่งซื้อ ebook ได้ที่นี้ (ขออภัยยังไม่มีเล่มกระดาษขาย)
ไม่ต้องมีความรู้เรื่องโค้ดดิ้ง ขอให้มีพื้นฐานเลข ม. ปลาย ก็อ่านได้
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👉 https://www.mebmarket.com/web/index.php…
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ส่วนตัวอย่างหนังสือ ก็ดูได้ที่
👉 https://www.dropbox.com/s/fg8l38hc0k9b…/chapter_example.pdf…
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ราคาขาย 295 บาท ฿
แต่ถ้าซื้อผ่านระบบของ Apple จะแพงขึ้น ราคา 329 บาท ฿
วิธีอ่าน อ่านผ่านแอพหรือโปรแกรมเท่านั้น
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✍ เขียนโดย โปรแกรมเมอร์ไทย thai programmer
Use AI to play games. Have you ever seen it?
I don't explain well but I want to share knowledge
In the clip, I want to see this technology trend in this clip.
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Who is interested in learning more on the internet? There are plenty of them in this story.
There is also a Thai language article.
For search quotes including Reinforcement learning with Deep Q-network
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Technically, technically.
If anyone is interested in this game code
I can play this to watch.
You can download here. (It's python)
https://github.com/yanpanlau/Keras-FlappyBird
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But the code from the original
Model hasn't been trended yet.
Gotta waste my time teaching it again
If anyone doesn't want to waste time
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Go get it. mdel file. h 5 that is trendy. I keep it for you.
https://github.com/adminho/machine-learning/tree/master/Deep_Q_Learning/flappy-bird-model/model.h5
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Then bring the mdoel file. h 5 to get it
Go over the original file downloaded from the original (backup the old one is good)
Put it on the Keras-FlappyBird folder. mdoel. h 5
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Then fix the qlearn file. py
Line 130 comment this way out please
#x_t = x_t / 255.0
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Then run an order.
python qlearn.py -m "Run"
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Written by Thai programmer thai coder
:
++++
Quote.
Code: https://github.com/yanpanlau/Keras-FlappyBird/
paper: https://arxiv.org/pdf/1312.5602.pdf
youtube: https://youtu.be/TmPfTpjtdgg
:
Follow this clip on YouTube again.
https://youtu.be/1qry87n95KU
.
.
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+++++ selling stuff ++++
😻 If anyone is interested in the book ′′ AI, it's not difficult to learn with university number The end ′′
You can order an ebook here. (Sorry, paper book for sale)
Don't need to know about codeing. Let's have a base of university numbers. I can read the end.
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👉 https://www.mebmarket.com/web/index.php?action=BookDetails&data=YToyOntzOjc6InVzZXJfaWQiO3M6NzoiMTcyNTQ4MyI7czo3OiJib29rX2lkIjtzOjY6IjEwODI0NiI7fQ
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Personal like a book. You can see it.
👉 https://www.dropbox.com/s/fg8l38hc0k9b0md/chapter_example.pdf?dl=0
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Selling price 295 baht ฿
But if you buy via Apple system, it will be more expensive. Price is 329 Baht. ฿
How to read through app or program only
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✍ Written by Thai programmer thai coderTranslated
同時也有2部Youtube影片,追蹤數超過120萬的網紅Phê Phim,也在其Youtube影片中提到,HARRY POTTER - Vì sao thành công?: https://www.youtube.com/watch?v=wyNIhI0eE6g Review phim SPIDER-MAN: INTO THE SPIDER-VERSE (Người Nhện: Vũ trụ mới):...
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bird quotes 在 SF Artography Facebook 的最佳貼文
It's old, it's rusty, but it's valuable. 🕊🏛🖊📑❤
Peek my 15 Old Quotes at Rainbow Pegasus website @www.sofianaznim.com 😘
#sfartography #rainbowpegasus #love #life #travel #art #quotes #bangkok #temple #watarun #templeofdawn #architecture #bird #nikon #photographer #photooftheday #picoftheday
bird quotes 在 SF Artography Facebook 的最讚貼文
Peek a bird🕊
Peek my 15 Old Quotes at Rainbow Pegasus website @www.sofianaznim.com 😘
#sfartography #rainbowpegasus #love #life #travel #art #quotes #bangkok #temple #watarun #templeofdawn #architecture #bird #nikon #photographer #photooftheday #picoftheday
bird quotes 在 Phê Phim Youtube 的最佳解答
HARRY POTTER - Vì sao thành công?: https://www.youtube.com/watch?v=wyNIhI0eE6g
Review phim SPIDER-MAN: INTO THE SPIDER-VERSE (Người Nhện: Vũ trụ mới): https://www.youtube.com/watch?v=Q0QJBUbSivE
AVENGERS 4: ENDGAME - Phân tích trailer mới & Giả thuyết: https://www.youtube.com/watch?v=vxJ-j4tXMrI
Kịch bản: Linh, Hoài Xoài
Editor: Nhân
Chào mừng các bạn đến với Phê Phim News, nơi mà mình nói về những tin tức thú vị nhất trong thế giới điện ảnh tuần vừa rồi. Video hôm nay ngày 08/01 sẽ có những nội dung chính như sau:
______
1. Phù thủy ị xong hóa phép shit biến mất
-https://twitter.com/pottermore/status/1081242428105998336?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1081242428105998336&ref_url=https%3A%2F%2Fscreenrant.com%2Fharry-potter-hogwarts-bathrooms%2F
-https://www.newsweek.com/harry-potter-toilet-plumbing-hogwarts-wizard-pottermore-universe-1280067
-https://www.goodreads.com/quotes/402096-where-do-vanished-objects-go-into-nonbeing-which-is-to
______
2. Bird Bird Challenge / Bird Box quái vật
-Bird Box Challenge: https://www.youtube.com/results?search_query=bird+box+challenge
-4 streamer Twitch quảng bá Bird Box: https://powerup-gaming.com/2018/12/14/netflix-teamed-up-with-twitch-streamers-to-promote-the-new-film-bird-box/
-Khuyến cáo từ Netflix: https://twitter.com/netflix/status/1080525103593512962?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Etweet
-Quái vật trong Bird Box:
https://www.instagram.com/p/BsIJco-lVAj/
https://www.instagram.com/p/BsOZPt-g9SJ/
3. #Avengers4Alexander
-https://www.reddit.com/r/marvelstudios/comments/actrm0/dying_before_april_my_endgame/
-J.J.Abrams giúp fan Star War xem The Force Awakens sớm: https://www.theguardian.com/film/2015/nov/10/terminally-ill-star-wars-fan-who-saw-new-film-prior-to-release-dies
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Điểm tin
Update về phim Batman trong Worlds of DC
https://link.hollywoodreporter.com/view/5716b3778cc2b2f6768b46919alx9.69a/6b5741f0
Show Vikings kết thúc ở season số 6
https://deadline.com/2019/01/vikings-to-end-season-6-final-season-followup-series-spinoff-history-michael-hirst-mgm-tv-1202528772/
The Greatest Showman đứng đầu BXH âm nhạc 2018
https://variety.com/2019/film/news/greatest-showman-soundtrack-tops-2018-album-sales-chart-1203100203/
The Rider được bình chọn là phim hay nhất 2018
https://deadline.com/2019/01/national-society-of-film-critics-the-rider-chloe-zao-1202529467/
______
4. Quả Cầu Vàng lần thứ 76
-https://en.wikipedia.org/wiki/76th_Golden_Globe_Awards
-https://deadline.com/2019/01/golden-globes-bohemian-rhapsody-bryan-singer-instagram-1202530414/
-https://deadline.com/2019/01/2019-golden-globe-awards-ratings-bohemian-rhapsody-sandra-oh-andy-samberg-nbc-1202530431/
BXH phim
-Bắc Mỹ: https://www.boxofficemojo.com/weekend/chart/?yr=2019&wknd=01&p=.htm
-Việt Nam: https://boxofficevietnam.com/#1543824640456-16ae0ab0-64e8
#PhêPhimNews #Số34 #Avengers4Alexander
bird quotes 在 pennyccw Youtube 的最佳解答
The Chicago Bulls had never let an NBA Finals series go to a Game Seven in their franchise history, and all but one of their previous five titles (the exception was in 1991) were clinched in the sixth game. Thus, winning Game Six in Salt Lake City was imperative for Chicago.
Yet, as they arrived at the Delta Center for Game 6, things did not look good for the Bulls. Scottie Pippens back gave way when he dunked the opening basket of the game and he was slowed down, scoring only eight points all game. Tensions ran high in the Delta Center when the Jazz discovered problems of their own. They suffered several shot clock violations, including one on a successful three-point attempt by Howard Eisley. Television replays showed, however, that Eisley got the ball out of his hands in time before the shot clock hit zero and the referees missed the call.[citation needed] In the fourth quarter, the Bulls closed the gap. With 41.9 seconds left, the Bulls suffered a jolt as John Stockton hit a clutch 3-point shot to give Utah an 86-83 lead and send the Delta Center into a frenzy. Down by three, the Bulls had one last chance to stay alive. Running perilously low on energy, the Bulls knew they must win the game or else face overtime.
After Michael Jordan made a layup to cut the Jazz lead to one, the Bulls needed to stop the Jazz from scoring again. When John Stockton passed the ball to Karl Malone, Michael Jordan stole the ball away and dribbled to the front. Guarding him was Bryon Russell, one of the Jazzs best perimeter defenders. Jordan drove inside the 3-point line, crossed over (it is argued that he pushed off on Russell [1]), and hit a 20-foot jump shot to give the Bulls an 87-86 lead with 5.2 seconds left. After a time-out, Stocktons three-point attempt hit the rim and bounced away, giving the Bulls their sixth NBA title in 8 years. Jordan, who scored 45 points, and whose game-winning shot has been immortalized in many records, was named the Finals MVP.
Quotes from the Finals
All thats missing for Utah is a blindfold and a cigarette. NBCs Bob Costas on Chicagos blowout of Utah in Game 3.
17 seconds from Game 7, or from Championship number 6Jordan, openChicago with the lead!! Time out Utah, 5.2 seconds leftMichael Jordan running on fumes with 45 points. Bob Costas making the call of Michael Jordans game-winning shot.
That may have been the last shot Michael Jordan ever made in the NBAIf thats the last image of Michael Jordanhow magnificent is it!? Bob Costas describing Jordans game-winner, his last shot as a Chicago Bull
Malonestripped by Michael, to the floor, stolen by M.J.! Michael the steal! 16 seconds left, Bulls down oneMichael against Russell, 12 seconds1110. Jordan, Jordan, a drive, hangsfiresSCORE!! He scores! The Bulls lead 87-86 with five and two-tenths left, and now theyre one stop away! Oh my goodnessoh, my goodness! Neil Funk calling Jordans steal and game-winner on the Bulls radio network.
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