Deep Q-Network (DQN)

Deep Q-Network (DQN)

• https://arxiv.org/abs/1312.5602v1
• https://paperswithcode.com/method/dqn
• https://docs.cleanrl.dev/rl-algorithms/dqn/

A DQN, or Deep Q-Network, approximates a state-value function in a Q-Learning framework with a neural network. In the Atari Games case, they take in several frames of the game as an input and output state values for each action as an output.