Machine Learning, Optimization, Gradient Descent, Reinforcement Learning.
REINFORCE is baking a batch of cookies and being told whether the cookies were good or not: how the recipe needs to change is not specified. Just from our analogy, we can see how learning with REINFORCE can be problematic. REINFORCE suffers from high variance and has been shown to have bad