Machine Learning, Deep Learning, Artificial Intelligence, NLP, AI.
The amount by which we move in that direction is proportional to G_t, which basically means that if our expected reward is higher, we move by a larger amount in that direction. The final REINFORCE algorithm The REINFORCE algorithm for policy gradients (from the RL book by R. Sutton) Connecting this