Professional Certificate in AI Planning: Planning-focused
-- ViewingNowThe 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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โข Introduction to AI Planning: Understanding the basics of AI planning, its importance, and applications.
โข Classical Planning: Learning about classical planning, state-space search, and planning as satisfiability.
โข Planning Language & Representation: Exploring planning languages and representation techniques, such as PDDL.
โข Planning Algorithms: Studying various planning algorithms, including Graphplan, SAT-based, and heuristic search.
โข Temporal & Metric Planning: Delving into temporal and metric planning, focusing on duration, deadlines, and resources.
โข Planning under Uncertainty: Understanding planning in the presence of uncertainty, probabilistic reasoning, and Markov decision processes.
โข Knowledge Representation & Reasoning: Exploring knowledge representation techniques and reasoning methods for AI planning.
โข Planning Evaluation & Optimization: Learning how to evaluate and optimize AI planning systems and their performance.
โข Advanced AI Planning Techniques: Discovering advanced AI planning techniques and their practical applications.
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