2019 ADSI Summer Workshop- Algorithmic Foundations of Learning and Control
Explore advanced techniques in reinforcement learning, focusing on randomized value functions and their applications in exploration strategies for complex decision-making problems.
2019 ADSI Summer Workshop- Algorithmic Foundations of Learning and Control, Vikash Kumar
Explore algorithmic foundations of learning and control in robotics, covering model-based approaches, skill dynamics, and real-world applications with Google Brain researcher Vikash Kumar.
ADSI Summer Workshop- Algorithmic Foundations of Learning and Control
Explore stable and efficient reinforcement learning algorithms with Csaba Szepesvári's presentation on Politex, focusing on generalization and pseudo regret in online learning and linear prediction.
Reinforcement Learning - Emma Brunskill - Stanford University
Explore reinforcement learning fundamentals, applications, and challenges with Stanford's Emma Brunskill, covering AI planning, machine learning, and decision-making processes.
Remoticon 2021 - Voja Antonic Builds a Microprocessor
Explore the journey from basic digital circuits to a functional theoretical microprocessor with veteran computer designer Voja Antonic in this engaging and informative presentation.
Raspberry Pi Pico and RP2040 - The Deep Dive
Explore Raspberry Pi Pico and RP2040 architecture, including memory mapping, GPIO control, and SDK usage. Hands-on demonstrations cover simulation, debugging, and register manipulation for embedded systems enthusiasts.
Intro to Quantum Computing - Shor's Algorithm
Explore Shor's Algorithm in quantum computing, focusing on its implementation, components, and applications in factoring large numbers efficiently.
TinyML - Using Machine Learning on Microcontrollers to Recognize Speech
Learn to implement speech recognition on microcontrollers using TinyML. Train a neural network, convert it to TensorFlow Lite, and deploy it on an ARM board for real-time wake word detection.
Linux + Electronics: A Raspberry Pi Course - Class 4
Explore GPIO, LED blinking, servo control, and I2C communication on Raspberry Pi. Hands-on lessons for integrating Linux with electronics and hardware interfacing.
Linux + Electronics: A Raspberry Pi Course - Class 3
Explore Bash scripting, Python, and Raspberry Pi integration. Learn structure, functions, conditionals, crontab, and create an LED control script in this hands-on Linux and electronics session.
Linux + Electronics: A Raspberry Pi Course - Class 1
Introduction to Raspberry Pi, Linux, and electronics, covering basic concepts and setup procedures for beginners. Includes OS installation, WiFi configuration, and system updates.
Linux + Electronics: A Raspberry Pi Course - Class 2
Explore remote Raspberry Pi connections, Linux commands, file systems, permissions, and bash scripting in this comprehensive tutorial on Linux and electronics fundamentals.
LED Programming with Arduino - Class 1
Comprehensive introduction to LED programming with Arduino, covering microcontroller basics, setup, coding fundamentals, and practical circuit design for creating vibrant LED projects.
LED Programming with Arduino - Class 4
Explore advanced LED programming techniques with Arduino, including XY matrix, noise with palettes, pixel art, Fast Fourier Transform, and sound visualization for creative installations.
LED Programming with Arduino - Class 2
Explore advanced LED programming techniques using Arduino, including color palettes, timers, patterns, and effects. Learn to create dynamic and visually stunning LED displays.
Electron and Node.js to Think Differently About IoT
Explore IoT device integration using Electron and Node.js. Learn about security, UI offloading, and simplification techniques for creating effective and user-friendly connected devices.
Beyond Blinky - Developing Retro-Games for PCB Badges
Learn to develop interactive retro-style games for PCB badges using open-source frameworks. Explore game creation techniques, overcome challenges, and adapt code for your own conference badge projects.
A Strange But Elegant Approach to a Surprisingly Hard Problem - GJK Algorithm
Explore the ingenious Gilbert Johnson Keerthi algorithm for detecting object collisions, covering convexity, Minkowski sums, support functions, and implementation details in 2D space.
The Fast Fourier Transform - Most Ingenious Algorithm Ever?
Explore the Fast Fourier Transform algorithm through polynomial multiplication, discovering its efficiency in converting between coefficient and value representations for complex calculations.
Big Stepper Motors with Arduino
Learn to control large NEMA 23 stepper motors using Arduino and microstep driver modules. Covers motor specifications, driver selection, wiring, and programming with basic sketches and the AccelStepper library.
Using Rotary Encoders with Arduino
Learn to use rotary encoders with Arduino for precise control and measurement. Explore encoder types, create Arduino sketches, and build projects like servo control and motor RPM reading.