I am training an A3C with stacked LSTM.
During initial training, my model was giving descent +ve reward. However, after many episodes, its reward just goes to zero and is continuing for a long time. Is it because of LSTM?
Is it normal?
Should I expect it to work after the training is over or just terminate the training and increase the density of my network?