Certificate in Reinforcement Learning Applications: Strategic Insights
-- ViewingNowThe Certificate in Reinforcement Learning Applications: Strategic Insights is a comprehensive course designed to equip learners with essential skills in reinforcement learning (RL). RL, a branch of artificial intelligence, focuses on building systems that learn and improve from experience.
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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
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Reinforcement Learning Applications in Business Strategies
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