Executive Development Programme in Reinforcement Learning Advanced Concepts

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The Executive Development Programme in Reinforcement Learning (RL) Advanced Concepts is a certificate course designed for professionals seeking to advance their expertise in AI and machine learning. This programme emphasizes the importance of RL, a cutting-edge machine learning technique that enables AI systems to learn through trial and error, and its significant impact on various industries such as gaming, robotics, finance, and healthcare.

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AboutThisCourse

With the growing demand for AI and machine learning specialists, this course equips learners with essential skills in RL, enabling them to create data-driven, intelligent systems that can make informed decisions. The curriculum covers advanced RL concepts, including deep RL, multi-agent RL, and transfer learning, preparing learners for senior roles in AI and RL research and development. By completing this programme, professionals can enhance their career opportunities and contribute to the development of innovative AI solutions.

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CourseDetails

• Reinforcement Learning Fundamentals
• Markov Decision Processes (MDPs)
• Temporal Difference (TD) Learning
• Q-Learning and State-Action Reward Q (SARQ)
• Deep Reinforcement Learning
• Policy Gradients and Actor-Critic Methods
• Monte Carlo Tree Search (MCTS)
• Reinforcement Learning Applications and Case Studies
• Ethical Considerations in Reinforcement Learning

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EntryRequirements

  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £149
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  • ThreeFourHoursPerWeek
  • EarlyCertificateDelivery
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StandardMode GBP £99
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  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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EXECUTIVE DEVELOPMENT PROGRAMME IN REINFORCEMENT LEARNING ADVANCED CONCEPTS
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UK School of Management (UKSM)
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05 May 2025
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