Reinforcement Learning, Deep Learning, Machine Learning, Neural Networks, Algorithms.
transition and reward functions are unknown, which may not always be the case in practice. Deep Q-Network (DQN) Deep Q-Network (DQN) is a popular deep reinforcement learning algorithm introduced by DeepMind in 2013. It extends the Q-learning algorithm to work with high-dimensional input spaces by