Reinforcement Learning, Deep Learning, Artificial Intelligence, Data Science.
Entropy Monitor the policy entropy closely. Entropy is a measure of randomness. High entropy links to high randomness. If the entropy is low, the policy is very deterministic and there is little exploration. It is bad for early training. It should not be too low at the beginning or too high at the