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Rolling average plot of REINFORCE training on CartPole-v1, converging to 500 steps in NumPy

REINFORCE in 100 Lines of NumPy: Why Frameworks Might Be Overkill for Policy Gradients

What if the secret to mastering reinforcement learning isn't buried in PyTorch's layers, but in 100 lines of raw NumPy? This scratch-built REINFORCE nails CartPole—framework-free.

5 min read 4 weeks ago

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