Masterclass Certificate in Reinforcement Learning: Decision Making
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning: Decision Making is a comprehensive course that equips learners with essential skills in reinforcement learning, a subfield of artificial intelligence (AI) that deals with making optimal decisions in complex, uncertain environments. This course is crucial for professionals seeking to stay updated with cutting-edge AI technologies and methodologies, as reinforcement learning has gained significant attention in recent years due to its success in various industries, such as gaming, robotics, finance, and healthcare.
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โข Introduction to Reinforcement Learning & Decision Making
โข Markov Decision Processes (MDPs)
โข Dynamic Programming for Reinforcement Learning
โข Temporal Difference Learning
โข Q-Learning & State-Action Value Functions
โข Policy Gradients & Actor-Critic Methods
โข Deep Reinforcement Learning & Deep Q-Networks
โข Monte Carlo Tree Search & AlphaGo
โข Multi-Agent Reinforcement Learning
โข Applications & Case Studies in Reinforcement Learning
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