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Prikvačeni tweet
Check out our work on human-level agents in Quake III Arena in
@sciencemagazine! This has been an immensely fun project, especially as we are scaling these agents to full tournament maps on multiple game modes http://deepmind.com/blog/capture-the-flag-science …pic.twitter.com/zejnbpSEijHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Max Jaderberg proslijedio/la je Tweet
Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of
@nature! Read it here: http://rdcu.be/b0mtA Shout out to the amazing artists/designers at@DeepMind who make this possible, while we get to focus on the research.https://twitter.com/EricTopol/status/1222582512792129536 …
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Max Jaderberg proslijedio/la je Tweet
When neuroscience and AI researchers get to chatting, cool stuff happens! My first, and I hope not last, trip into neuroscience has been published in Nature. 1/https://twitter.com/DeepMind/status/1217510884085583873 …
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Max Jaderberg proslijedio/la je Tweet
We have 2 papers published in
@nature today!
One describes AlphaFold, which uses deep neural networks to predict protein structures with high accuracy. AlphaFold made the most accurate predictions at the 2018 scientific community assessment CASP13. 1/4https://deepmind.com/blog/article/AlphaFold-Using-AI-for-scientific-discovery …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Max Jaderberg proslijedio/la je Tweet
Rephrasing
@ylecun with my own words: DL is a collection of tools to build complex modular differentiable functions. These tools are devoid of meaning, it is pointless to discuss what DL can or cannot do. What gives meaning to it is how it is trained and how the data is fed to itPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Max Jaderberg proslijedio/la je Tweet
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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This builds upon the work of Skorokhodov and Burtsev, 2019https://github.com/universome/loss-patterns …
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This theoretical model predicts the ability to easily find any smooth bounded low dimensional pattern in the local loss landscape of a big enough neural net. And you can even decorate your minima (red dot is minima)pic.twitter.com/PewiEpW6rH
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Looking for the perfect gift this holiday season? Well look no further than your neural net's loss landscape where turns out you can find anything you want! New work from
@wojczarnecki at@DeepMindAI https://arxiv.org/abs/1912.07559 pic.twitter.com/u1JOqKFPatPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Max Jaderberg proslijedio/la je Tweet
Another big year comes to a close at
@DeepMindAI, from StarCraft to the Serengeti, protein folding to wind power. Feels like only yesterday we were starting out as a tiny start-up in an unfashionable area! 1/3Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Max Jaderberg proslijedio/la je Tweet
It's time for reinforcement learning researchers to take the domains they train on seriously. Training on a set of fixed scenarios/levels leads to brittle policies that don't generalize. Procedural content generation can help, argue
@risi1979 and I here: https://arxiv.org/pdf/1911.13071.pdf …pic.twitter.com/6UIzt8HY3l
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Max Jaderberg proslijedio/la je Tweet
Anything that can be implemented in JAX *will* be implemented in JAX. Here's a differentiable path tracer (and a tutorial!) Blog Post: https://blog.evjang.com/2019/11/jaxpt.html … Code: https://github.com/ericjang/pt-jax pic.twitter.com/KBHnCqka2e
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Max Jaderberg proslijedio/la je Tweet
For anyone in the Oxford area next week - I'll be leading a workshop for learning to code quantum computers using
@qiskit. Aimed at beginners to QM and quantum circuits with no prior experience required! Sign up opens tomorrow here https://www.facebook.com/events/585319822013798/ …#QuantumComputingpic.twitter.com/jYC8Lx87u0
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Max Jaderberg proslijedio/la je Tweet
This feels like a real breakthrough: https://arxiv.org/abs/1911.08265 Take the same basic algorithm as AlphaZero, but now *learning* its own simulator. Beautiful, elegant approach to model-based RL. ... AND ALSO STATE OF THE ART RESULTS! Well done to the team at
@DeepMindAI#MuZeroHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Max Jaderberg proslijedio/la je Tweet
1/ Excited to share our NeurIPS paper, Geometry-Aware Neural Rendering! https://arxiv.org/abs/1911.04554 . With
@pabbeel,@woj_zaremba, and the rest of the@openai robotics teampic.twitter.com/uEeWV4VLnG
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Max Jaderberg proslijedio/la je Tweet
This week on the Nature cover: Game plan. AI program learns to play StarCraft II to Grandmaster level. Browse the issue here: https://go.nature.com/2QgMo5p pic.twitter.com/Z6YXNGNLQ1
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Max Jaderberg proslijedio/la je Tweet
Happy birthday Nature!!! 150 Years!!!! my last project with so many amazing people:
@kellybkrause@barabasi Alex Gates, Alice Grishchenko@martino_design@noabaker@Wesolicious@creditdesign@Monya_science Claire Welsh. Enjoy this gorgeous must-see video: https://youtu.be/GW4s58u8PZo pic.twitter.com/t9XIXVMaVdHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
If you’re interested in some of the high level ideas of evolutionary methods in the deep learning age have a read of this!https://twitter.com/jeffclune/status/1192149545448136704 …
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Max Jaderberg proslijedio/la je Tweet
peer review in machine learning is broken
#ICLR2020Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Max Jaderberg proslijedio/la je Tweet
AlphaStar vs Serral Hype! Current score 1-0 for
@DeepMindAIpic.twitter.com/DwMlibabds
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Max Jaderberg proslijedio/la je Tweet
Test your skills against
@DeepMindAI's#AlphaStar agents in the Blizzard Arcade at#BlizzCon2019 !https://twitter.com/OriolVinyalsML/status/1190335599565139968 …
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