Certificate in Reinforcement Learning Decision-Making Skills Enhancement
-- ViewingNowThe Certificate in Reinforcement Learning Decision-Making Skills Enhancement is a comprehensive course designed to equip learners with essential skills in reinforcement learning (RL), a key area of artificial intelligence (AI). This course is critical for professionals seeking to advance their careers in AI, data science, and machine learning.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Value Functions
โข Policy Gradients and Policy-Based Methods
โข Deep Reinforcement Learning: DQN and Double DQN
โข Advanced Deep Reinforcement Learning: DDPG, TRPO, and PPO
โข Reinforcement Learning Applications and Case Studies
โข Ethical Considerations in Reinforcement Learning
โข Evaluation Metrics and Performance Measurement in Reinforcement Learning
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