Joshua Russell
@bartholomasStart by doing what is necessary, then what is possible, and suddenly you are doing the impossible.
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Science is representation learning by humans. Deep learning is representation learning by machines. See slide (w/ references) from lecture on deep learning basics: youtube.com/watch?v=O5xeyo…
I'm excited to be teaching courses on Deep Learning, Deep RL, and Human-Centered AI at MIT this January. Lectures will be recorded and are free and open to everyone at deeplearning.mit.edu
Good read! Fave quote: “suppose you are playing tennis & hit the ball incorrectly. Which of your 100 trillion synapses are to blame? And how does the brain correct the right synapses in your motor system when the error is delivered through the visual system hundreds of ms after?”
My new post for the @Stanford Human Centered AI Initiative: a personal vision of how #neuroscience #psychology #ai #physics #mathematics and other fields can work together to both understand biological intelligence and create artificial intelligence! hai.stanford.edu/news/the_inter…
"Doctors won’t make you healthy. Nutritionists won’t make you slim. Teachers won’t make you smart. Gurus won’t make you calm. Mentors won’t make you rich. Trainers won’t make you fit. Ultimately, you have to take responsibility. Save yourself." - @naval
We stand in our own way and complain that our path is obstructed.
I’m beaming! During my first full day here, I broke my first record by generating more electrical power than any previous robot on the surface of #Mars. I’m in a sandy area with few rocks, soaking up the Sun. 🌞 More about where I landed: go.nasa.gov/2RvGiMl
Ladies, if he: - requires lots of supervision - yet always wants more power - can't explain decisions - optimizes for the average outcome - dismisses problems as edge cases - forgets things catastrophically He's not your man, he's a deep neural network.
Ancient Egypt was more ancient to Romans than Romans are to us. #funfactoidoftheday
"Pattern Recognition and Machine Learning" by @ChrisBishopMSFT is now available as a free download. Download your copy today for an introduction to the fields of pattern recognition & machine learning: aka.ms/prml #ML #Insights
Today we are excited to release video recordings of lectures from "Advanced Deep Learning and Reinforcement Learning", a course on deep RL taught at @UCL earlier this year by DeepMind researchers: youtube.com/playlist?list=… Enjoy!
Key Papers in Deep Reinforcement Learning curated by @OpenAI spinningup.openai.com/en/latest/spin…
Excited to release our new multi-agent RL paper showing that when agents receive a social reward for having causal influence over other agents, it leads to enhanced cooperation and emergent communication arxiv.org/abs/1810.08647
The Deep Learning and RL Summer School videos are up! videolectures.net/DLRLsummerscho…
I'm starting a new podcast on AI simply called "Artificial Intelligence". It'll include accessible, big-picture conversations (at MIT and beyond) on the nature of intelligence. Some big names and brilliant minds coming up in the fall. Subscribe anywhere: lexfridman.com/ai
"Work hard, be kind, and amazing things will happen." - Conan O'Brien
We need to teach how doubt is not to be feared but welcomed and discussed. It's OK to say, "I don't know."
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