Professional Certificate in Reinforcement Analytics Essentials
-- ViewingNowThe Professional Certificate in Reinforcement Learning Analytics Essentials is a course designed to equip learners with the essential skills required to excel in the rapidly growing field of reinforcement learning. This program covers the fundamentals of reinforcement learning, including Markov decision processes, dynamic programming, and temporal difference learning.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-learning and State-Action Reward Tables
โข Deep Q Networks (DQNs)
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods
โข Proximal Policy Optimization (PPO)
โข Multi-Agent Reinforcement Learning (MARL)
โข Applications of Reinforcement Learning in Analytics
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