Reinforcement Learning, Deep Learning, Artificial Intelligence, Data Science.
following areas: Experience replay memory buffer size: Q-learning can use a large experience replay to stabilize the training. The DQN paper stores the last 1M video frames for the Atari games. It is worths some experiments on the buffer size but watches out for the total memory consumption.