Certificate in Reinforcement Learning Strategies: High-Performance

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The Certificate in Reinforcement Learning Strategies: High-Performance course is a comprehensive program designed to equip learners with essential skills in reinforcement learning (RL). This course is crucial for professionals seeking to excel in the field of artificial intelligence (AI) and machine learning (ML).

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AboutThisCourse

With the increasing demand for AI and ML in various industries, RL has become a critical tool for developing high-performance systems. This course covers advanced RL techniques such as Deep Q-Network, Policy Gradients, and Actor-Critic methods. Through hands-on experience, learners will develop the skills necessary to build and implement RL strategies in real-world scenarios. By completing this course, learners will be able to demonstrate their expertise in RL, differentiating themselves in a competitive job market. This certification will provide learners with the skills necessary for career advancement and success in the rapidly evolving field of AI and ML.

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CourseDetails

• Introduction to Reinforcement Learning Strategies
• Markov Decision Processes (MDPs)
• Q-Learning and State-Action Reward Q-tables
• Deep Q Networks (DQNs) and Neural Fitted Q
• Policy Gradients and REINFORCE Method
• Actor-Critic Methods: Advantage Actor Critic (A2C) & Asynchronous Advantage Actor Critic (A3C)
• Proximal Policy Optimization (PPO)
• Deep Deterministic Policy Gradient (DDPG)
• Twin Delayed DDPG (TD3)

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EntryRequirements

  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £149
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AcceleratedLearningPath
  • ThreeFourHoursPerWeek
  • EarlyCertificateDelivery
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StandardMode GBP £99
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FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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  • DigitalCertificate
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CERTIFICATE IN REINFORCEMENT LEARNING STRATEGIES: HIGH-PERFORMANCE
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UK School of Management (UKSM)
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05 May 2025
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