Artificial Intelligence, Data Science, Machine Learning, Reinforcement Learning, Programming.
state i.e. the ground truth for the Policy Network. It can be the case you consider action with a maximum reward for that state can be the ground truth but it might be the case you took an action with a max reward at timestamp_5 and eventually, you failed in the end hence the agent actually lost