Certificate in Reinforcement Learning for Decision Making
-- ViewingNowThe Certificate in Reinforcement Learning for Decision Making is a comprehensive course designed to equip learners with essential skills in reinforcement learning. This rapidly growing field, at the intersection of machine learning, AI, and optimization, focuses on making better decisions through data-driven models.
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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 and DDPG
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Trade-offs
โข Reinforcement Learning Applications and Case Studies
โข Evaluation Metrics and Performance Measurement in RL
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