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Principles Of Autonomy And Decision Making

Description

This course surveys quite a lot of reasoning, optimization and determination making methodologies for creating extremely autonomous programs and determination help aids. The main target is on rules, algorithms, and their software, taken from the disciplines of synthetic intelligence and operations analysis.

Reasoning paradigms embrace logic and deduction, heuristic and constraint-based search, model-based reasoning, planning and execution, and machine studying. Optimization paradigms embrace linear programming, integer programming, and dynamic programming. Decision-making paradigms embrace determination theoretic planning, and Markov determination processes.


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