Certificate in Reinforcement Learning Decision-Making Skills
-- ViewingNowThe Certificate in Reinforcement Learning Decision-Making Skills is a vital course for those looking to advance their careers in artificial intelligence and machine learning. This certification focuses on teaching learners about reinforcement learning, a powerful decision-making skill that enables machines to learn from their environment and improve decision-making over time.
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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
โข Exploration vs Exploitation Strategies
โข Multi-Agent Reinforcement Learning
โข Applications of Reinforcement Learning in Decision Making
โข Evaluation Metrics and Performance Measures for Reinforcement Learning Algorithms
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