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P. P. C. Prerna Wayakole

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#reinforcement learning Review Open access Oct 2026

Reinforcement Learning in Machine Learning

Reinforcement Learning (RL) is a machine-learning approach for problems in which decisions are made repeatedly and their quality becomes clear through feedback. Instead of depending on a fixed collection of labelled answers, an RL agent interacts with an environment, observes its changing state, receives rewards or pen...

P. P. C. Prerna Wayakole, H. B. J. A. J. Shaikh · International Journal of Adv... · 0 citations