Professional Certificate in AI Planning: Planning-focused
-- viewing nowThe Professional Certificate in AI Planning is a comprehensive course designed to equip learners with essential skills in AI-focused planning. This certificate program highlights the importance of AI planning in various industries, including manufacturing, logistics, and robotics.
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Course Details
• Introduction to AI Planning: Understanding the basics of AI planning, its importance, and applications.
• Classical Planning: Learning about classical planning, state-space search, and planning as satisfiability.
• Planning Language & Representation: Exploring planning languages and representation techniques, such as PDDL.
• Planning Algorithms: Studying various planning algorithms, including Graphplan, SAT-based, and heuristic search.
• Temporal & Metric Planning: Delving into temporal and metric planning, focusing on duration, deadlines, and resources.
• Planning under Uncertainty: Understanding planning in the presence of uncertainty, probabilistic reasoning, and Markov decision processes.
• Knowledge Representation & Reasoning: Exploring knowledge representation techniques and reasoning methods for AI planning.
• Planning Evaluation & Optimization: Learning how to evaluate and optimize AI planning systems and their performance.
• Advanced AI Planning Techniques: Discovering advanced AI planning techniques and their practical applications.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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