Certificate in Reinforcement Learning: A Practical Guide
-- ViewingNowThe Certificate in Reinforcement Learning: A Practical Guide 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 interacting with their environment.
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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: DQN & Double DQN
โข Deep Reinforcement Learning: Policy Gradients & Actor-Critic
โข Exploration vs Exploitation in RL
โข Multi-Agent Reinforcement Learning
โข Real-World Applications of Reinforcement Learning
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