SYDE 750
Topics in Systems Modelling
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.
- Introduction to Experimental Nonlinear Dynamics: A Case Study in Mechanical Vibra- tion, L. Virgin, Cambridge University Press, Cambridge, 2000.
- Theory and design for mechanical measurements, Figliola RS and Beasley DE, John Wiley & Sons, 2019.
- Practical Numerical Algorithms for Chaotic Systems , T. S. Parker and L. Chua, Springer- Verlag, New York, NY, 1989.
- • Lectures notes, class recordings, and other study materials will be posted to Waterloo LEARN.
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.
- F. Varela, E. Thompson, E. Rosch (1991/2017), The Embodied Mind: Cognitive Science and Human Experience, 1st or 2nd edition, MIT Press.
- Ronald C. Arkin (1998) Behavior-based Robotics, MIT Press.
- Maja Mataric (2007) The Robotics Primer, MIT Press.
- Robin R. Murphy (2019) Introduction to AI Robotics, 2nd edition, MIT Press.
- Rolf Pfeifer, Josh Bongard (2007) How the Body Shapes the Way We Think: A New View of Intelligence. MIT Press.
- Rolf Pfeifer, Josh Bongard, Don Berry (2011) Designing Intelligence: Why Brain’s Aren’t Enough, Starmind.
- Angelo Cangelosi, Matthew Schlesinger (2015) Developmental Robotics- From Babies to Robots, MIT Press.
- 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].
- Readings (articles, journal papers, book chapters) to be made available to students, assigned weekly. These should be read before the next class meeting. Also,
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
- Introduction to Approximate Solution Techniques, Numerical Modeling, and Finite Element Methods
- Finite Element Analysis
- Variational Methods in Mechanics
- Concepts and applications of finite element analysis
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.
- Beranek, L. L., & Mellow, T. J. (2019). Acoustics: Sound fields, transducers and vibration (Second edition.). Academic Press.
- Howard, C., & Cazzolato, B. (2015). Acoustic Analyses Using Matlab and Ansys. CRC Press, Taylor & Francis Group. https://doi.org/10.1201/b17825
- 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
- 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
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 IntroductionCambridge, 2020; selected textbook chapters.
- Additional readings provided to students.
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
- Fundamentals of Biome- chanics: Equilibrium, Motion, and Deformation
- Biomechanics: Principles and Prac- tices
- Fundamentals of Biomechanics
- Biomechanics and Motor Control of Human Movement
- Occupational Biomechanics
- Dynamics of Human Gait
- • The lecture notes posted to the course 's Learn page.
- • A detailed list of the sections and chapters of those books covered in the lecture notes appears in the class schedule.
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 SystemsSelected sections used; freely downloadable at http://bingweb.binghamton.edu/~sayama/textbook/
- Articles, journal papers and book chapters assigned weekly.
Sources
- Course catalogue ↗2026–2027
- Course source ↗2021
- Course source ↗2022
- course_outline ↗Winter 2022
- course_outline ↗Winter 2022
- course_outline ↗Winter 2021
- course_outline ↗Winter 2021
- course_outline ↗Winter 2021
- course_outline ↗Winter 2021
- course_outline ↗Fall 2021
- course_outline ↗Fall 2021
- course_outline ↗Fall 2021
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.