Masterclass Certificate in Reinforcement Learning Decision Making Techniques
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Decision Making Techniques is a comprehensive course that focuses on advanced machine learning techniques for making informed decisions in complex environments. This course is crucial in today's data-driven world, where businesses increasingly rely on AI and machine learning to drive growth and innovation.
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โข Introduction to Reinforcement Learning & Decision Making Techniques
โข Markov Decision Processes (MDPs) & Dynamic Programming
โข Temporal Difference Learning: TD(0) & SARSA
โข Q-Learning & Deep Q-Networks (DQNs)
โข Policy Gradients & Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS) & AlphaGo
โข Reinforcement Learning Applications: Game Playing, Robotics, & Control
โข Multi-Agent Reinforcement Learning
โข Deep Reinforcement Learning: Challenges & Opportunities
โข Evaluation & Interpretation of Reinforcement Learning Algorithms
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