Reinforcement Learning, Deep Learning, Machine Learning, Neural Networks, Algorithms.
The gradient of the objective function is computed with respect to the policy parameters, and the parameters are updated to move in the direction of the gradient. One popular policy gradient algorithm is the REINFORCE algorithm, which is a Monte Carlo algorithm that estimates the gradient of the