Global Certificate in Reinforcement Learning High-Performance Approaches
-- ViewingNowThe Global Certificate in Reinforcement Learning: High-Performance Approaches is a comprehensive course that equips learners with essential skills in reinforcement learning (RL), a powerful machine learning technique. This certification is crucial in today's data-driven world, where RL is increasingly being used to create high-performance systems and decision-making algorithms.
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• Introduction to Reinforcement Learning &mark;
• Markov Decision Processes (MDPs) &mark;
• Temporal Difference (TD) Learning &mark;
• Q-Learning &mark;
• Deep Reinforcement Learning &mark;
• Policy Gradients &mark;
• Actor-Critic Methods &mark;
• Monte Carlo Tree Search (MCTS) &mark;
• Reinforcement Learning Applications &mark;
• Advanced Topics in Reinforcement Learning &mark;
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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