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  1. Machine Learning

Reinforcement Learning

PreviousUnsupervised LearningNextApplications

Last updated 2 years ago

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In Reinforcement learning, the algorithm figures out which actions to take in a situation to maximize a reward (in the form of a number) on the way to reaching a specific goal.

Algorithm

  • Deep Q-Network (DQN)

  • Deep Deterministic Policy Gradient (DDPG)

Applications

  • Industrial Robotics

  • Fraud Detection

  • Stock Trading

  • Autonomus Driving

Deep Q-Network

The Deep Q-network (DQN) was introduced by Google Deepmind's group in in 2015.

this paper