Certificate in Reinforcement Learning for Strategic Excellence
-- ViewingNowThe Certificate in Reinforcement Learning for Strategic Excellence is a comprehensive course designed to equip learners with essential skills in reinforcement learning (RL). This certificate course highlights the importance of RL in developing intelligent systems that make decisions by interacting with their environment, without explicit programming.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-tables
โข Deep Q Networks (DQNs)
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods in Reinforcement Learning
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Case Studies in Reinforcement Learning for Strategic Excellence
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