Professional Certificate in AI Planning: Frontiers
-- ViewingNowThe Professional Certificate in AI Planning: Frontiers is a comprehensive course that equips learners with essential skills in Artificial Intelligence (AI) planning. This program, offered by a reputable online education platform, covers the latest advancements and techniques in AI planning, including classical planning, automated planning and scheduling, and planning in uncertain domains.
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ร propos de ce cours
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2 mois pour terminer
ร 2-3 heures par semaine
Commencez ร tout moment
Aucune pรฉriode d'attente
Dรฉtails du cours
โข Introduction to AI Planning: Understanding the fundamentals of AI planning, including search algorithms, planning languages, and planning systems.
โข Classical Planning: Learning about classical planning techniques, domain-independent planning, and planning language specifications.
โข Planning in Uncertain Domains: Exploring planning techniques for uncertain domains, including probabilistic planning, decision-theoretic planning, and planning under uncertainty.
โข Knowledge Representation and Reasoning: Understanding the principles of knowledge representation, reasoning, and inference in AI planning.
โข AI Planning Applications: Exploring real-world applications of AI planning in various domains, including manufacturing, logistics, healthcare, and gaming.
โข AI Planning Tools and Frameworks: Getting hands-on experience with AI planning tools and frameworks, such as PDDL, Fast Downward, and SAT-based planning.
โข AI Planning Algorithms: Studying advanced AI planning algorithms, including heuristic search, satisfiability planning, and automated planning systems.
โข Hierarchical Task Networks: Understanding hierarchical task networks, their advantages, and their applications in AI planning.
โข Planning and Learning: Exploring the intersection of planning and learning, including reinforcement learning, planning with learned models, and transfer learning.
โข Evaluation and Optimization: Learning how to evaluate AI planning systems, optimize performance, and measure the effectiveness of AI planning algorithms.
Parcours professionnel
Exigences d'admission
- Comprรฉhension de base de la matiรจre
- Maรฎtrise de la langue anglaise
- Accรจs ร l'ordinateur et ร Internet
- Compรฉtences informatiques de base
- Dรฉvouement pour terminer le cours
Aucune qualification formelle prรฉalable requise. Cours conรงu pour l'accessibilitรฉ.
Statut du cours
Ce cours fournit des connaissances et des compรฉtences pratiques pour le dรฉveloppement professionnel. Il est :
- Non accrรฉditรฉ par un organisme reconnu
- Non rรฉglementรฉ par une institution autorisรฉe
- Complรฉmentaire aux qualifications formelles
Vous recevrez un certificat de rรฉussite en terminant avec succรจs le cours.
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Frais de cours
- 3-4 heures par semaine
- Livraison anticipรฉe du certificat
- Inscription ouverte - commencez quand vous voulez
- 2-3 heures par semaine
- Livraison rรฉguliรจre du certificat
- Inscription ouverte - commencez quand vous voulez
- Accรจs complet au cours
- Certificat numรฉrique
- Supports de cours
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