everything.study
SYDE 750

Topics in Systems Modelling

Graduate

Winter 2022 · Topic 3: Non-Linear Systems

Readings

  • Nonlinear Dynamics and Chaos with Applications to Physics, Biology, Chemistry and Engineering, 2nd Ed., S. H. Strogatz, Westview Books, 2014.
    2nd Ed. · unspecified
  • Introduction to Experimental Nonlinear Dynamics: A Case Study in Mechanical Vibra- tion, L. Virgin, Cambridge University Press, Cambridge, 2000.
    unspecified
  • Theory and design for mechanical measurements, Figliola RS and Beasley DE, John Wiley & Sons, 2019.
    unspecified
  • Practical Numerical Algorithms for Chaotic Systems , T. S. Parker and L. Chua, Springer- Verlag, New York, NY, 1989.
    unspecified
  • • Lectures notes, class recordings, and other study materials will be posted to Waterloo LEARN.
    unspecified
Winter 2022 · Topic 4: Humanoid Robotics

Topics

  • State of the art in humanoid robotics
  • Kinematic modeling of humanoids
  • Dynamic modeling of humanoids
  • Bipedal walking generation, pattern generators
  • Human movement: neuromuscular control, stability and energetics
  • Humanoid balance & push recovery
  • Whole-body motion planning
  • Multi-contact planning and control
  • Humanoid motion optimization
  • Locomotor trajectory generation
  • Human motion imitation and motion retargeting
  • Learning control and motion primitives
  • Walking on irregular terrain
  • Ethical aspects in humanoid robotics
  • Course homepage / channels:
  • UW MS Teams Channel
Winter 2021 · AL Embodied Intelligence

Topics

  • (Target topics, subject to modification*)
  • Logic of Life vs. Embodied Artificial Life; Braitenberg Vehicles; Role of the Observer; Emergence; Self-Organization; Self-* Properties (autopoiesis, self- maintenance, etc.)
  • Embodied agents, classification, issues of autonomy and design, degrees of embodiment
  • Enactive, Connectionist, and Cognitivist concepts and paradigms
  • Life-like believable robots and agents, varieties of social intelligence
  • Subsumption and other behaviour-based robot architectures; behaviour selection and modulation techniques, potential fields, behaviour-orientation.
  • Cognitive and developmental approaches to AI robotics; social learning and imitation.
  • Human-Robot Interaction (HRI), and applications
  • Definitions of different types of agents
  • Ethics of artificial life agents
  • Post-Reactive Natural and Artificial Intelligence & Robotics:

Readings

  • V. Braitenberg (1986), Vehicles: Experiments in Synthetic Psychology, MIT Press.
    required
  • F. Varela, E. Thompson, E. Rosch (1991/2017), The Embodied Mind: Cognitive Science and Human Experience, 1st or 2nd edition, MIT Press.
    2nd edition · required
  • Ronald C. Arkin (1998) Behavior-based Robotics, MIT Press.
    recommended
  • Maja Mataric (2007) The Robotics Primer, MIT Press.
    recommended
  • Robin R. Murphy (2019) Introduction to AI Robotics, 2nd edition, MIT Press.
    2nd edition · recommended
  • Rolf Pfeifer, Josh Bongard (2007) How the Body Shapes the Way We Think: A New View of Intelligence. MIT Press.
    recommended
  • Rolf Pfeifer, Josh Bongard, Don Berry (2011) Designing Intelligence: Why Brain’s Aren’t Enough, Starmind.
    recommended
  • Angelo Cangelosi, Matthew Schlesinger (2015) Developmental Robotics- From Babies to Robots, MIT Press.
    recommended
  • Jakob von Uexküll (2010 [1934]), A Foray into the Worlds of Animals and Humans, translated by J.D. O’Neil, University of Minnesota Press. [or any other edition].
    recommended
  • Readings (articles, journal papers, book chapters) to be made available to students, assigned weekly. These should be read before the next class meeting. Also,
    unspecified
Winter 2021 · Modelling of Continuum Systems

Topics

  • Classes Begin: January 11, 2021 Classes End: April 14, 2021 The following is an approximate chronology of the material to be covered in
  • to be presented in
  • Introduction to Finite Difference Operators (a) Backward, Central, Forward Differences (b) Difference Order (c) Truncation Error (d) Convergence (e) Consistency (f) Stability
  • Finite Difference Solution of Boundary Value Problems (a) Elliptic Problems (b) Parabolic Problems (c) Hyperbolic Problems (d) Characteristic Value Problems
  • Special Initial Value Problems
  • Introduction to the Calculus of Variations
  • Methods of Weighted Residuals
  • Introduction to the Finite Element Method (FEM)
  • FEM and Structures
  • FEM and Heat Conduction Problems
  • FEM and Structural Dynamics Problems 2

Readings

  • Numerical Solution of Partial Differential Equations: Finite Difference Meth- ods
    recommended
  • Introduction to Approximate Solution Techniques, Numerical Modeling, and Finite Element Methods
    recommended
  • Finite Element Analysis
    recommended
  • Variational Methods in Mechanics
    recommended
  • Concepts and applications of finite element analysis
    3rd edition · recommended
Winter 2021 · Physical and Physiological Acoustics

Topics

  • Vibration and wave propagation in solid and fluid media
  • Acoustic waveguides, cavities, resonators and circuits
  • Acoustic transducers
  • Sound intensity and perceived loudness
  • Human auditory processing
  • Interactions of acoustic fields with cells

Readings

  • Pierce, A. D. (2019). Acoustics: An Introduction to Its Physical Principles and Applications. Springer International Publishing AG.
    recommended
  • Beranek, L. L., & Mellow, T. J. (2019). Acoustics: Sound fields, transducers and vibration (Second edition.). Academic Press.
    recommended
  • Howard, C., & Cazzolato, B. (2015). Acoustic Analyses Using Matlab and Ansys. CRC Press, Taylor & Francis Group. https://doi.org/10.1201/b17825
    recommended
  • ch 24 Rossing handbook) 9 2021-03-11 Y Cavities, waveguides and pipes 9-1, 9-2 and 9-5 | 10-1 to 10.4
    unspecified
  • 10 2021-03-18 Y Helmholtz resonator, acoustic impedance and lumped parameter models, reflection and transmission in pipes 10-7 to 10-10 and B&X Sections 2-6 to 2.7 and
    unspecified
Winter 2021 · Social Robotics

Topics

  • Definitions of social robots and requirements of robots’ social skill and their relevance to robotics and Artificial Intelligence in real-world applications
  • Examples of social robots used in human -robot interaction (sensors, actuators, how to program etc.)
  • Multimodal interaction with social robots, including verbal interaction (e.g. speech and dialogue), non-verbal inte raction (e.g. g estures, faci al expression) as well as spatial interaction (proxemics)
  • The role of affective expressions of social robots and modelling emotions to facilitate human-robot engagement
  • Research methods and measures for p lanning, designing, implementing, running, evaluating, analyzing experiments. Areas discussed include e.g. questionnaire design, interviews and behavioral measures . Different experimental designs , protocols and methods for participant recruitment will be discussed.
  • Evaluating usability, user experience and acceptance of social robots
  • Guidelines of how to write up social robotics research for a scientific publication
  • Overview of cognitive architectures for socially intelligent robots
  • Featuring interdisciplinary research in social robotics based on research from other fields, e.g. from (developmental) psychology, ethology or primatology
  • Impact of social robot embodiments, behavior and interaction
  • Roles of social robots in human society and their potential impact on society and wellbeing
  • Selected examples of applications of social robots e.g. in care, therapy, education, rehabilitation and co-worker scenarios will be discussed throughout the course
  • Ethical, safety and privacy issues as relevant to social robotics will be discussed throughout the course

Readings

  • Human-Robot Interaction: An Introduction
    C. Bartneck, T. Belpaeme, F. Eyssel, T. Kanda, M. Keijsers and S. Sabanovic · unspecified
    Cambridge, 2020; selected textbook chapters.
  • Additional readings provided to students.
    unspecified
Fall 2021 · Topic 8: Simulating Neurobiological Systems

Topics

  • SYDE 556: Simulating Neurobiological Systems September 7, 2021
  • Population Representation (I) (reading: chapter 2) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sept 15
  • Population Representation (II) (reading: chapter 2) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sept 20
Fall 2021 · Topic 2: Social Robotics

Readings

  • Fundamentals of Biomechanics
    3rd Edition · unspecified
  • Fundamentals of Biome- chanics: Equilibrium, Motion, and Deformation
    4th Edition · unspecified
  • Biomechanics: Principles and Prac- tices
    unspecified
  • Fundamentals of Biomechanics
    unspecified
  • Biomechanics and Motor Control of Human Movement
    4th Edition · unspecified
  • Occupational Biomechanics
    4th Edition · unspecified
  • Dynamics of Human Gait
    2nd Edition · unspecified
  • • The lecture notes posted to the course 's Learn page.
    unspecified
  • • A detailed list of the sections and chapters of those books covered in the lecture notes appears in the class schedule.
    unspecified
Fall 2021 · Topic 37: Artificial Life: Biology and Computation

Topics

  • Artificial life and cybernetics
  • Biological evolution, molecular genetics and digital organisms
  • Cellular automata and genetic regulatory networks
  • Swarm intelligence and stigmergy
  • Self-reproduction
  • Evolutionary systems and optimization
  • Growth and morphogenesis
  • Ethics of artificial life
  • Possible multicellularity, evolvability and origins-of-life topics

Readings

  • Introduction to the Modeling and Analysis of Complex Systems
    Hiroki Sayama · unspecified
    Selected sections used; freely downloadable at http://bingweb.binghamton.edu/~sayama/textbook/
  • Articles, journal papers and book chapters assigned weekly.
    unspecified
Sources