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RL 8: Q-Learning, Model-Free Breakthroughs, and the Off-Policy Meta (1988–1994)

In Blog 7 we watched Sutton teach machines to predict : chase a moving target of better and better value estimates, and the estimates settle down on the truth. That was a big deal. But there was a catch. Prediction without action is a weather forecast you can't do anything about. Knowing "this situ…

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  1. 2026-10-22 20:41 · DEV Community — Machine Learning
    RL 8: Q-Learning, Model-Free Breakthroughs, and the Off-Policy Meta (1988–1994)

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