Certificate in Reinforcement Analytics: Actionable Knowledge
-- ViewingNowThe Certificate in Reinforcement Analytics: Actionable Knowledge is a career-advancing course that focuses on the principles and applications of reinforcement analytics. This program is essential for professionals seeking to enhance their decision-making capabilities and improve business outcomes.
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โข Introduction to Reinforcement Learning & Analytics
โข Markov Decision Processes (MDPs)
โข Q-Learning & State-Action Reward Tables
โข Deep Q Networks (DQNs) & Neural Fitted Q
โข Policy Gradients & REINFORCE Algorithm
โข Actor-Critic Methods in Reinforcement Learning
โข Deep Deterministic Policy Gradients (DDPG)
โข Proximal Policy Optimization (PPO) & Trust Region Policy Optimization (TRPO)
โข Reinforcement Learning Applications & Case Studies
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