Masterclass Certificate in Reinforcement Learning Techniques for Professionals
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Techniques for Professionals is a comprehensive course designed to equip learners with essential skills in reinforcement learning. This in-demand field is revolutionizing industries by enabling machines to make intelligent decisions based on reward-based learning algorithms.
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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) and Neural Fitted Q
โข Policy Gradients and REINFORCE Algorithm
โข Actor-Critic Methods in Reinforcement Learning
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Case Studies and Applications of Reinforcement Learning
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