Certificate Reinforcement Learning in Practice
-- ViewingNowThe Certificate Reinforcement Learning in Practice is a comprehensive course that equips learners with essential skills in reinforcement learning (RL). RL is a cutting-edge machine learning technique that enables agents to learn how to make decisions by taking actions in an environment to achieve a goal.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Value Functions
โข Policy Gradients and Policy-Based Methods
โข Deep Reinforcement Learning
โข Exploration vs Exploitation in RL
โข Reinforcement Learning Applications and Use Cases
โข Implementing RL Algorithms with Python
โข Advanced Topics in Reinforcement Learning (e.g., Actor-Critic Methods, Monte Carlo Tree Search)
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