Global Certificate in AI Planning: Smart Strategies

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The Global Certificate in AI Planning: Smart Strategies is a comprehensive course that equips learners with essential skills in Artificial Intelligence (AI) planning. This course is crucial in today's technology-driven world, where AI is becoming increasingly important in various industries, including healthcare, finance, and manufacturing.

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The course covers key topics such as classical planning, planning and scheduling, and AI-based decision making. Learners will gain a deep understanding of how to use AI planning techniques to develop smart strategies that can optimize resources, reduce costs, and improve efficiency. By completing this course, learners will be able to demonstrate their expertise in AI planning, making them highly attractive to potential employers. The course is designed to provide learners with practical skills that they can apply in real-world situations, giving them a competitive edge in the job market. Overall, this course is an excellent investment in your career, providing you with the skills and knowledge needed to succeed in an AI-driven world.

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โ€ข Unit 1: Introduction to AI Planning · Overview of AI planning techniques, history, and applications
โ€ข Unit 2: Classical Planning · State-space planning, planning graphs, planning as satisfiability
โ€ข Unit 3: Search Algorithms · Best-first search, heuristic search, A\* algorithm, iterative deepening
โ€ข Unit 4: Planning Languages · PDDL, extended PDDL, action languages, and expressiveness
โ€ข Unit 5: Temporal & Metric Planning · Timeline-based planning, temporal action languages, and SPATIAL
โ€ข Unit 6: Planning under Uncertainty · Partially observable Markov decision processes (POMDPs), contingent planning
โ€ข Unit 7: Hierarchical Task Networks (HTNs) · HTN planning, decomposition methods, and abstraction
โ€ข Unit 8: Plan Execution · Monitoring, diagnosis, and repair of plans, plan libraries
โ€ข Unit 9: AI Planning Applications · Robotics, logistics, manufacturing, and autonomous systems
โ€ข Unit 10: Emerging Trends · AI planning in multi-agent systems, machine learning techniques, and explainability

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GLOBAL CERTIFICATE IN AI PLANNING: SMART STRATEGIES
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London College of Foreign Trade (LCFT)
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05 May 2025
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