Certificate in Reinforcement Learning Decision-Making
-- ViewingNowThe Certificate in Reinforcement Learning Decision-Making course is a comprehensive program that focuses on the principles and applications of reinforcement learning in decision-making. This course is vital for professionals looking to advance their careers in artificial intelligence, machine learning, and data science.
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โข Introduction to Reinforcement Learning & Decision-Making
โข Markov Decision Processes (MDPs) & Dynamic Programming
โข Temporal Difference (TD) Learning & Q-Learning
โข Deep Reinforcement Learning & Deep Q Networks (DQNs)
โข Policy Gradients & Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS) & Planning
โข Multi-Agent Reinforcement Learning & Cooperation
โข Exploration vs Exploitation Strategies in RL
โข Applications of Reinforcement Learning in Decision-Making
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