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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⢠Introduction to Reinforcement Learning
⢠Markov Decision Processes (MDPs)
⢠Q-Learning and State-Action Value Functions
⢠Policy Gradients and Policy-Based Methods
⢠Deep Reinforcement Learning: DQN and DDPG
⢠Multi-Agent Reinforcement Learning
⢠Exploration vs Exploitation Trade-offs
⢠Reinforcement Learning Applications and Case Studies
⢠Evaluation Metrics and Performance Measurement in RL
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