Reinforcement Learning

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 this paper in 2015.