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Verification and Synthesis of Autonomous Systems
Coursera
Course
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Verification and Synthesis of Autonomous Systems

University of Colorado Boulder

Explore verification techniques for autonomous systems to ensure stability and desired properties using methods like Lyapunov theories and model checking.

Unknown4 weeksEnglish

About this Course

This course will provide different techniques on the verification of autonomous systems against stability, regular, or omega-regular properties. Such techniques include Lyapunov theories, reachability analysis, barrier certificates, and model checking. Finally, it will introduce several techniques on designing controllers enforcing properties of interest over the original autonomous systems. This course can be taken for academic credit as part of CU Boulder’s Masters of Science in Computer Scie

What You'll Learn

  • Analyze stability properties of linear systems
  • Compute over-approximations of reachable sets
  • Perform model checking for finite systems
  • Synthesize controllers for safety and reachability

Prerequisites

  • Basic knowledge of linear systems and algorithms

Instructors

M

Majid Zamani

Department of Computer Science

Topics

Robotics
Automation
Verification And Validation
Artificial Intelligence
Algorithms
Agentic systems
Computational Logic
Theoretical Computer Science
System Requirements

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الروبوتات
التحقق والتصديق
الذكاء الاصطناعي
الخوارزميات
العلوم الحاسوبية النظرية
أنظمة وكيل
المنطق الحسابي
الأتمتة
System Requirements

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