Certificate in AI Planning Essentials: Real-World Solutions

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The Certificate in AI Planning Essentials: Real-World Solutions is a comprehensive course designed to equip learners with essential skills in Artificial Intelligence (AI) planning. This course is critical for professionals who want to stay ahead in the rapidly evolving AI industry.

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With an increasing demand for AI professionals, this course offers a unique opportunity to gain a deep understanding of AI planning techniques and their practical applications in real-world scenarios. Learners will acquire skills in automated planning, plan execution, and diagnosis, enabling them to design and implement intelligent systems that can make informed decisions and solve complex problems. By completing this course, learners will be able to demonstrate their expertise in AI planning, making them highly attractive to potential employers. This course is an excellent starting point for those looking to advance their careers in AI, providing them with the foundational skills needed to succeed in this exciting and dynamic field.

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

โ€ข Introduction to AI Planning · Understanding the basics of AI planning, its importance, and applications.
โ€ข Classical Planning · Learning about classical planning techniques, state-space search, and planning graphs.
โ€ข Planning under Uncertainty · Exploring methods to handle uncertainty in planning, including Markov decision processes and Partially Observable Markov Decision Processes.
โ€ข Planning with Temporal Constraints · Delving into planning techniques that consider time as a critical factor.
โ€ข Hierarchical Task Networks (HTN) · Studying HTN-based planning methods, their benefits, and use cases.
โ€ข AI Planning Tools · Familiarizing with popular AI planning tools and software, such as Fast-Downward, PDDL, and SAS+.
โ€ข AI Planning Applications · Examining real-world AI planning solutions in various industries, like logistics, manufacturing, and gaming.
โ€ข AI Planning Evaluation · Learning how to evaluate the performance of AI planning algorithms and techniques.
โ€ข AI Planning Algorithms · Exploring various AI planning algorithms, such as Graphplan, SAT-based planning, and heuristic search.
โ€ข AI Planning Case Studies · Analyzing successful AI planning projects and understanding the strategies and techniques employed.

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
CERTIFICATE IN AI PLANNING ESSENTIALS: REAL-WORLD SOLUTIONS
์—๊ฒŒ ์ˆ˜์—ฌ๋จ
ํ•™์Šต์ž ์ด๋ฆ„
์—์„œ ํ”„๋กœ๊ทธ๋žจ์„ ์™„๋ฃŒํ•œ ์‚ฌ๋žŒ
London College of Foreign Trade (LCFT)
์ˆ˜์—ฌ์ผ
05 May 2025
๋ธ”๋ก์ฒด์ธ ID: s-1-a-2-m-3-p-4-l-5-e
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