25th LSI Design Contests-in Okinawa  Design Specification - 3

3. Deep reinforcement learning

Last year, we dealt with the theme of "reinforcement learning," which is one of the typical methods of machine learning.

[Deep Reinforcement Learning (DQN)] is a method that combines deep learning with "Q-learning," which is a famous learning method for reinforcement learning.

The basic learning method is the same as Q-learning, and through trial and error, learn behaviors that give the maximum reward to the agent (subject who performs the action).

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