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