I am new in the area of RL and currently trying to train an online DQN model. Can an online model overfit since its always learning? and how can I tell if that happens?
Topic dqn overfitting online-learning
Category Data Science
Overfitting is a meaningful drop in performance between training and prediction. Any model can overfit. Online DQN model could continue with data over time but not make useful predictions.
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