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- Robotics: Reasoning Core Area Course List
Robotics: Reasoning Core Area Course List
The following courses can satisfy the Reasoning Core Area Breadth Requirement for the Robotics MS/PhD program:
- AEROSP 552: Aerospace Information Systems
- AEROSP 575: Flight & Trajectory Optimization
- AEROSP 584: Avionics, Navigation & Guidance of Aerospace Vehicles
- AEROSP 584: Navigation & Guidance of Aerospace Vehicles
- AEROSP 729/NERS 590/MECHENG 599: Machine Learning for Science
- EECS 486: Information Retrieval & Web Search
- EECS 505: Computational Data Science and Machine Learning (Nadakuditi)
- EECS 543: Knowledge-Based Systems
- EECS 545: Machine Learning
- EECS 548: Information Visualization
- EECS 550: Information Theory
- EECS 558: Stochastic Control
- EECS 559: Optimization for Signal Processing and Machine Learning
- EECS 563: Hybrid Systems: Specification, Verification, & Control
- EECS 576: Advanced Data Mining
- EECS 592: Foundations of Artificial Intelligence
- EECS 595/LING 541/SI 561: Natural Language Processing
- EECS 692: Advanced Artificial Intelligence
- IOE 434: Human Error and Complex System Failures
- IOE 511: Continuous Optimization Methods
- IOE 512: Dynamic Programming
- IOE 536: Cognitive Ergonomics and Human System Integration
- IOE 560: Bayesian Data Analysis
- IOE 562: Reliability
- IOE 611: Nonlinear Programming
- IOE 691: Approximation Algorithms
- MECHENG 555: Design Optimization
- ROB 520 (formerly EECS 598): Motion Planning
Special Topics Courses:
- EECS 598: Reinforcement Learning
- EECS 598: Computational Data Science
- EECS 598: Computational Modeling in Human-Computer Interaction
- EECS 598: Situated Language Processing for Embodied AI Agents
- EECS 598: Formal Verification