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Vector pointing in the direction where a function is growing fastest; its components are partial derivatives of this function. For questions about gradients in ecology, please use the [ecology] tag instead.

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Interpreting gradient descent as a constrained optimization problem- Reinforcement learning

I' m studying the lectures of Sergey Levine in reinforcement learning, specifically the TRPO algorithm, during his explanation we claims that gradient descent is the same as doing this. … I tried to construct the Lagragian an setting its' gradient to zero, but I got lost in the computation. Thank you very much in advance. …
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