Undergraduate Certificate in Reinforcement Learning and AI
-- ViewingNowThe Undergraduate Certificate in Reinforcement Learning and AI is a comprehensive course that addresses the growing industry demand for AI and machine learning professionals. This certificate program emphasizes the importance of reinforcement learning, a key area of AI, where software agents learn to take actions based on rewards and punishments, leading to optimal decision making in complex situations.
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โข Introduction to Reinforcement Learning & AI &br; โข Markov Decision Processes &br; โข Temporal Difference Learning &br; โข Q-Learning and SARSA Algorithms &br; โข Deep Reinforcement Learning &br; โข Reinforcement Learning Applications &br; โข Multi-Agent Reinforcement Learning &br; โข Exploration vs Exploitation Trade-offs &br; โข Function Approximation in Reinforcement Learning &br; โข Monte Carlo Tree Search
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