A Structural Overview of Reinforcement Learning Algorithms

Actor Critic, Policy Gradient, DQN, VFA, SARSA, Q-learning, Model-based and Model-free Monte Carlo, Dynamic Programming

Siwei Causevic
Towards Data Science
12 min readJun 18, 2020

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Reinforcement learning has gained tremendous popularity in the last decade with a series of successful real-world applications in robotics, games and many other fields.

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