Global Certificate in Reinforcement System Optimization
-- ViewingNowThe Global Certificate in Reinforcement System Optimization is a comprehensive course designed to equip learners with essential skills for optimizing reinforcement systems. This certification focuses on the importance of reinforcement learning, a crucial aspect of artificial intelligence, in addressing complex industrial challenges.
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โข Fundamentals of Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q (SARQ)
โข Policy Gradients and Actor-Critic Methods
โข Deep Reinforcement Learning
โข Model-Based Reinforcement Learning
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Tradeoffs
โข Reinforcement Learning Applications and Case Studies
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