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Prikvačeni tweet
Really excited to release
#bsuite to the public! - Clear, scalable experiments that test core#RL capabilities. - Works with OpenAI gym, Dopamine. - Detailed colab analysis - Automated LaTeX appendix Example report: http://bit.ly/bsuite-agents https://twitter.com/DeepMind/status/1161318318697005056 …pic.twitter.com/IHuu5Gjmmk
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Ian Osband proslijedio/la je Tweet
The field is already self-correcting. Good departments/labs are clearing their eyes, caring less about paper count, seeing through the noise. Don't worry so much about the ICML deadline. Slow down, relax, try to do work you're proud of, submit when it's ready.
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"One weird trick" for DQN in large (continuous) action spaces: - Initialize uniform action-sampling distribution. - Choose sampled action with highest Q. - Train sampling to produce "best action" + also some entropy. - ... Works surprisingly well! Great stuff
@dwf,@VladMnih !https://twitter.com/DeepMind/status/1220324576909037568 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Ongoing investigation suggests this may have been originally destined for the Google kitchen "Labyrinth"... How I became custodian of this ham still remains a mystery.
#hamgatepic.twitter.com/z9B6vEdFkO
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A giant bag of ham has been delivered to my work addressed to me, and I don't know why... Where do I go from here?
#hamgatepic.twitter.com/3zai1enE2S
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Thank you to
@ZuckermanBrain for organizing this truly inter-disciplinary conference: Curiosity, Creativity, and Complexity https://zuckermaninstitute.columbia.edu/curiosity-creativity-and-complexity-conference … ... Looks like it's going to be very interesting!Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Thought-provoking book, thanks
@demishassabis: The Order of Time https://www.amazon.co.uk/Order-Time-Carlo-Rovelli/dp/0241292522 … TL;DR: Time as we know it (fundamentally ordered from past to future) does not exist. Our perception of time is a side-effect of us residing in a low-entropy region of space + 2nd law.pic.twitter.com/iwRBRu2dIl
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Ian Osband proslijedio/la je Tweet
Run back Facebook did today. They bought a story in a publication, pretended it wasn’t sponsored, their COO posted it, then when they got caught, they denied knowing anything about it. And what was that ad/story about? Their commitment to stopping disinformation. Incredible.
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Congratulations
@jeffclune - amazing news!https://twitter.com/jeffclune/status/1214247818145042432 …
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Ian Osband proslijedio/la je Tweet
so you mean perhaps people should read the paper *first* before posting angry messages with incorrect information on twitter?
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Ian Osband proslijedio/la je Tweet
It would help the discussion if everyone first 1. reads a causal inference book, eg https://www.oapen.org/download?type=document&docid=1004045 …, 2. watches a deep learning course emphasising modularity, compositionality and automatic differentiation, 3. implements the CI book examples in eg
@PyTorchhttps://twitter.com/yudapearl/status/1210874793349664769 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Ian Osband proslijedio/la je Tweet
This is amazinghttps://twitter.com/ak92501/status/1208558343058526208 …
1:00Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Ian Osband proslijedio/la je Tweet
Maxent policy gradient etc are very valuable RL algorithms, but many people seem confused by terms like posterior / optimal as used in RL as inference - they make sense in that context but some think it is truly Bayesian and therefore already handles exploration 'for free'.
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Ian Osband proslijedio/la je Tweet
Medium also needs your clothes, your boots, and your motorcycle.https://twitter.com/dhh/status/1208889646320513024 …
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I actually don't think this is controversial... And I'm definitely "team Bayes" Yes, an independent Gaussian prior over NN weights is nonsense... We know the *interaction* is the most important part! But there's still huge potential for effective Bayesian deep learning!https://twitter.com/jacobmbuckman/status/1208660302260252672 …
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Have you heard of "RL as Inference"? https://arxiv.org/pdf/1805.00909.pdf … ... you might be surprised that this framing completely ignores the role of uncertainty! (confusing, since it talks a lot about "posteriors") Our
#ICLR spotlight tries to make sense of this: https://openreview.net/forum?id=S1xitgHtvS …pic.twitter.com/tOxMnBiRvO
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Just waited 1hr for
@UberEats that estimated 20min delivery (underestimate by design) But the best part is no driver or food actually arrived and the app doesn't refund you without waiting for customer service...@Deliveroo I think I'll be your newest customer!Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Ian Osband proslijedio/la je Tweet
Zac Goldsmith, what a story. Son of humble billionaire, at 23 made editor of a magazine (owned by his uncle), gets Tory nom for leafy London seat at 32, loses the seat twice in 3 years, (also losing London mayoral race). Elevated to the House of Lords. Truly, the British dream.
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This is why you need
@PlotNine: https://github.com/has2k1/plotnine It's@matplotlib under the hood but uses a "grammar of graphics" that copies@hadleywickham's#ggplot2 from R... Almost like#keras to#tf Seriously only takes 1 day to get up to speed... You will not regret it.https://twitter.com/fchollet/status/1205941768023236608 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Great talk from Ben Van Roy at the
#NeurIPS2019 workshop on optimization for RL. Is it time for the field to move beyond "MDP"? Thinking about "agent state" might be a better perspective for learning in complex worlds... the real world "state" is just too complex!pic.twitter.com/W1hq4446aR
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Huge congratulations to
@ilyasut and team... Definitely one of the biggest results in AI research this year!https://twitter.com/OpenAI/status/1205541134925099008 …
0:11Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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