Fighting the War Against Expensive Reinforcement Learning

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Reinforcement learning has become the secret weapon behind AI's most impressive specialized achievements.From robotics with Tesla's Autopilot to DeepMind's AlphaFold 2 for predicting protein structures with 90%+ accuracy to even hedge funds deploying RL for algorithmic trading, there is a need for reinforcement learning.And the market proves this demand further: RL grew from $1.5B (2020) → $12B (2024) with projections hitting $79B by 2030.BUT THERE IS A BRUTAL REALITY!!!Just to get one production line or train one model, the companies spend $100 million+ EVERY YEAR, many of which goes to computational engineering and RL engineers. Moreover, only after days or even weeks of training will you

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