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[1712.01815] Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

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2026-07-23 10:05:08
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Text Highlight2026-07-23 13:26:08
Original Highlight Excerpt
"arXivLabs is a framework that allows collaborators to develop and share new arXiv features"
Whisper Note
Huh, I thought arXiv was just a paper dump, didn't know they had labs for devs.
Text Highlight2026-07-23 13:17:08
Original Highlight Excerpt
"arXivLabs is a framework that allows collaborators to develop and share new arXiv features"
Whisper Note
Wait, so this is like an open-source playground for arXiv itself? Cool.
Text Highlight2026-07-23 10:23:08
Original Highlight Excerpt
"The game of chess is the most widely-studied domain in the history of artificial intelligence"
Whisper Note
I wonder if AlphaZero's chess style will change how human grandmasters think about openings.
Text Highlight2026-07-23 10:14:08
Original Highlight Excerpt
"The game of chess is the most widely-studied domain in the history of artificial intelligence"
Whisper Note
Still, this paper basically ends the debate—self-play beats all that handcrafted stuff.
Text Highlight2026-07-23 10:05:08
Original Highlight Excerpt
"The game of chess is the most widely-studied domain in the history of artificial intelligence"
Whisper Note
True, but chess AI history is basically a arms race of human tweaks, not pure learning.

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