Certificate in Automated Planning Solutions
-- ViewingNowThe Certificate in Automated Planning Solutions is a comprehensive course designed to meet the growing industry demand for experts in this field. This program emphasizes the importance of automation in streamlining business operations, improving efficiency, and reducing costs.
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⢠Introduction to Automated Planning Solutions: Overview of automated planning, its importance, and applications.
⢠Classical Planning: State-space planning, planning as satisfiability, planning as search.
⢠Temporal and Resource Constrained Planning: Modeling and solving planning problems with temporal and resource constraints.
⢠Planning under Uncertainty: Overview of planning under uncertainty, Partially Observable Markov Decision Processes (POMDPs), and Stochastic Shortest Path (SSP) problems.
⢠Heuristic Search in Planning: Heuristic functions, admissible and consistent heuristics, and their impact on planning performance.
⢠Planning and Learning: Integration of planning and machine learning techniques, transfer learning, and lifelong planning.
⢠Planning in Multi-Agent Systems: Coordination, conflict resolution, and negotiation in multi-agent planning.
⢠Planning for Real-World Systems: Dealing with noisy sensors, real-time constraints, and safety-critical systems.
⢠Evaluation and Validation of Planning Solutions: Metrics, benchmarks, and evaluation techniques for automated planning systems.
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