Machine Learning, Optimization, Gradient Descent, Reinforcement Learning.
guaranteed to be differentiable. Furthermore, we need to update the surrogate neural network alongside the policy network using the formula we derived for the LAX algorithm. Now let’s consider a toy problem that highlights the strengths of the RELAX algorithm. In fact, we’ll show that it is