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klotz: reinforcement learning* + q-learning*

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1. An Intuitive Introduction to Reinforcement Learning, Part I

   Exploring popular reinforcement learning environments in a beginner-friendly way, focusing on the Q-learning method to solve the 'Frozen Lake' environment.

   2024-10-03 Tags: reinforcement learning, tutorial, machine learning, q-learning by klotz
2. Reinforcement Learning: Deep Q-Networks

   An article discussing the use of Deep Q-Networks (DQNs) in reinforcement learning, which combines the principles of Q-Learning with function approximation capabilities of neural networks to address limitations of traditional Q-learning such as scalability issues and inability to handle continuous state and action spaces.

   2024-05-26 Tags: reinforcement learning, deep q-networks, dqns, q-learning, neural networks, machine learning by klotz

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