Certificate in Reinforcement Learning Mastery: High-Performance
-- ViewingNowThe Certificate in Reinforcement Learning Mastery: High-Performance course is a comprehensive program designed to provide learners with essential skills in reinforcement learning (RL), a subfield of artificial intelligence (AI) that focuses on training agents to make a series of decisions. With the increasing demand for AI and machine learning professionals, this course is critical for professionals looking to advance their careers.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning and State-Action Reward Q-tables
โข Deep Q Networks (DQNs)
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradients (DDPG)
โข Case Studies and Real-World Applications of RL
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