Professional Certificate in Reinforcement Learning Impactful Techniques
-- ViewingNowThe Professional Certificate in Reinforcement Learning: Impactful Techniques is a course designed to equip learners with essential skills in reinforcement learning (RL). RL is a valuable subfield of artificial intelligence, with applications in various industries like gaming, robotics, finance, and healthcare.
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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) & Deep Reinforcement Learning
โข Policy Gradients & REINFORCE Algorithm
โข Actor-Critic Methods in Reinforcement Learning
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Real-World Applications of Reinforcement Learning
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