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Large Reasoning Model时代, 几乎等于Reinforcement Learning + LLM的时代。
但RL专业性非常强，去参加ML的会议时，专门做RL的研究员都现场拿着笔纸推算数学公式，掌握起来学习难度较高。
分享一本RL的入门教材，从RL基础MDP，PPO，直到跟LLM结合，如RLHF，都有讲解，深入浅出。
Reinforcement
时政
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由
马东锡 NLP 🇸🇪
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Large Reasoning Model时代, 几乎等于Reinforcement Learning + LLM的时代。
但RL专业性非常强，去参加ML的会议时，专门做RL的研究员都现场拿着笔纸推算数学公式，掌握起来学习难度较高。
分享一本RL的入门教材，从RL基础MDP，PPO，直到跟LLM结合，如RLHF，都有讲解，深入浅出。
Reinforcement Learning: An Overview：
https://t.co/rjYSpOtbJl
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🇵🇸 🇮🇹 “And Israel has exceeded that limit with a large scale war disproportionately involving the Palestinian civilian population. And it is in crossing this limit that Israel has ended up violating humanitarian norms causing a massacre among civilians. This choice, which Italy
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🇵🇸 🇮🇹 “And Israel has exceeded that limit with a large scale war disproportionately involving the Palestinian civilian population. And it is in crossing this limit that Israel has ended up violating humanitarian norms causing a massacre among civilians. This choice, which Italy
时政
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twitter.com)
00:00:38
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🚨JD Vance goes BEAST-MODE on Zelenskyy trying to sabotage a Trump Peace deal:
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🚨JD Vance goes BEAST-MODE on Zelenskyy trying to sabotage a Trump Peace deal:
“His country wouldn’t exist without the generosity of the United States of America. Say thank you. It’s stupid. Badmouthing Trump in public will not change his mind. Zelenskyy needs better consultants
btc
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twitter.com)
00:00:38
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A member of Tim Walz's administration has been repeatedly caught on camera allegedly vandalizing parked Teslas with his keys while out walking his dog.
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A member of Tim Walz's administration has been repeatedly caught on camera allegedly vandalizing parked Teslas with his keys while out walking his dog.
Dylan Bryan Adams, 33, a fiscal policy analyst for the State of Minnesota, was caught on Sentry Mode footage dragging a key
时政
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twitter.com)
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Last night, beginning at around 9:45 pm, I personally witnessed (and videoed) what appeared to be dozens of large drones in the sky above my residence in Davidsonville, Maryland (25 miles from our nation’s capital). I observed the activity for approximately 45 minutes.
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Last night, beginning at around 9:45 pm, I personally witnessed (and videoed) what appeared to be dozens of large drones in the sky above my residence in Davidsonville, Maryland (25 miles from our nation’s capital). I observed the activity for approximately 45 minutes.
Like
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twitter.com)
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