Executive Development Programme in Reinforcement Learning Approaches: Smart

Name: Executive Development Programme in Reinforcement Learning Approaches: Smart
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The Executive Development Programme in Reinforcement Learning Approaches is a cutting-edge smart certificate course designed to equip learners with essential skills in artificial intelligence (AI). This programme emphasizes the importance of reinforcement learning, a powerful AI technique that enables machines to learn and make intelligent decisions through trial and error.

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AboutThisCourse

With the rapid growth of AI and machine learning in various industries, there is a high demand for professionals who possess in-depth knowledge and skills in reinforcement learning. By enrolling in this course, learners will gain a comprehensive understanding of reinforcement learning concepts and algorithms, enabling them to develop and implement smart solutions for complex business problems. The programme provides hands-on experience with real-world applications, preparing learners for career advancement in fields such as finance, healthcare, manufacturing, and technology. By mastering reinforcement learning approaches, learners will be able to create data-driven strategies and drive business success in the age of AI.

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CourseDetails

• Introduction to Reinforcement Learning
• Markov Decision Processes (MDPs)
• Q-Learning and State-Action-Reward-State-Transition (SARSA)
• Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
• Multi-Agent Reinforcement Learning
• Exploration vs Exploitation in RL
• Reinforcement Learning Applications: Gaming, Robotics, Finance, and Recommender Systems
• Reinforcement Learning Tools and Libraries: TensorFlow, PyTorch, and OpenAI Gym
• Ethical Considerations in Reinforcement Learning

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BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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EXECUTIVE DEVELOPMENT PROGRAMME IN REINFORCEMENT LEARNING APPROACHES: SMART

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London College of Foreign Trade (LCFT)

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05 May 2025

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