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From simple ML algorithms to Neural Networks and Transformers β and from Number Theory to Topology, Cosmology to QED β dive into the world where code meets the cosmos.π¨βπ»π For Any Questions @benasphy
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I'll be out for long time and wish y'all the best. Looking forward for cool stuff when I come back.
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One way or another the AI bubble gonna hit same graph as dotcom Bubble, but that doesn't mean we won't reach our goal.
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Repost from Fin Watch
π AI Bubble hits same concentration level that resulted in the bursting of previous bubbles, including the Dot Com.
@Fin_Watch
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Remember It's Better to fail at something you Love than to Succeed at something you don't Love!
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The Second project is Cliff Walking and I used Proximal Policy Optimization(PPO)
Gymnasium: https://gymnasium.farama.org/environments/toy_text/cliff_walking/
Github: https://github.com/benasphy/OpenAI-s_Gym_library_Project/tree/main/Cliff_Walking
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What a sad day for Live and city fansπWhat an Era it was. CityPool was sth else! Hope it continues that way.
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4x4 Grid output, as you can see there is a less noise and the model is effectively using Q-Learning Table to find optimal path after like 2000 episodes.
Available now! Telegram Research 2025 β the year's key insights 
