Professional Certificate in RL Problem-Solving
-- ViewingNowThe Professional Certificate in RL Problem-Solving is a comprehensive course that focuses on teaching learners advanced techniques for solving complex problems using Reinforcement Learning (RL). This certificate course is essential for professionals working in data science, machine learning, artificial intelligence, and related fields.
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โข Fundamentals of Reinforcement Learning (RL)
โข RL Problem Formulation and Notation
โข Markov Decision Processes (MDPs) in RL
โข Temporal Difference (TD) Learning
โข Q-Learning and Value Iteration
โข Deep Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Advanced RL Techniques and Applications
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