326: Wrong in the Right Way
Embedded2 Apr 2020

326: Wrong in the Right Way

Erin Talvitie of Harvey Mudd College spoke with us about machine learning, hallucinating data, and making good decisions based on imperfect predictions.

Paper we discussed: Self-Correcting Models for Model-Based Reinforcement Learning

Erin's grant: Using Imperfect Predictions to Make Good Decisions

For a reinforcement learning book, Erin suggests Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto or the lecture series by David Silver.

For a machine learning book, Elecia likes Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron

Episoder(567)

426: Equivalently Annoying

426: Equivalently Annoying

Elecia and Chris are back from vacation and catching up! Today's topics include: last week's burnout episode and what we learned, what is a PSoC and why would you want one, how to get up to speed as a...

9 Sep 20221h 5min

425: Burnout Leads to the Dark Side

425: Burnout Leads to the Dark Side

Keith Hildesheim joined us in an excellent conversation about avoiding burnout at work (and dealing with the aftereffects). Keith mentioned some useful books and articles: Burnout: The Secret to U...

1 Sep 20221h 7min

294: Ludicrous Numbers of LEDs (Repeat)

294: Ludicrous Numbers of LEDs (Repeat)

Mike Harrison challenged us to a PIC fight on twitter. Surprisingly, no blood was shed and we mostly talked about LEDs and art installations. Mike's YouTube Channel and his website electricstuff.co.uk...

25 Aug 20221h 4min

316: Obviously Wasn't Obvious (Repeat)

316: Obviously Wasn't Obvious (Repeat)

Professor Barbara Liskov spoke with us about the Liskov substitution principle, data abstraction, software crisis, and winning a Turing Award. See Professor Liskov's page at MIT, including her incredi...

18 Aug 202250min

424: Between Midnight and 6am

424: Between Midnight and 6am

Gustavo Pezzi spoke with us about using fun and simple systems to explain low-level concepts and how they work in higher-level engineering tasks. For example, teaching microprocessor concepts using At...

11 Aug 20221h 4min

423: Speaking of Aardvarks

423: Speaking of Aardvarks

Phillip Johnston joined us to talk about how engineering approaches can change over time. This conversation started with Phillip's Embedded Artistry blog post How Our Approach to Abstract Interfaces...

4 Aug 20221h 8min

422: It's Not a Bug, It's a Feature

422: It's Not a Bug, It's a Feature

Chris and Elecia chat about origami, learning, whether to future proof tools or buy the cheaper option, simulators, and classes. Elecia is gearing up to teach another Making Embedded Systems course. S...

28 Jul 202255min

421: Paint the Iceberg Yellow

421: Paint the Iceberg Yellow

Chris Hobbs talks with Elecia about safety critical systems. Safety-critical systems keep humans alive. Writing software for these embedded systems carries a heavy responsibility. Engineers need to un...

21 Jul 20221h 16min

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