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Prikvačeni tweet
We applied intrinsically motivated
#AI to explore a chemical system in the lab: https://advances.sciencemag.org/content/6/5/eaay4237 …@ScienceAdvances Results: - 3x more varied observations than screening - enabled new observation that we study in depth - data show we improve rate of discoveries 1/8pic.twitter.com/J4PJIuP36OPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
@pyoudeyer@Clement_MF_@FBenureau@CULLYAntoine@kenneth0stanley@DoctorJosh@joelbot3000 this might be of interest to you as one example of using intrinsic motivation / novelty search in a chemistry lab.Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
If interested in bringing automation in your lab, we made our software and hardware tools open-source online: - https://github.com/croningp/commanduino … - https://github.com/croningp/pycont - https://github.com/croningp/ModularSyringeDriver … 8/8
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This work took us 2 years to complete. I had the privilege to work with an amazing multidisciplinary team, able and willing to engage in constructive collaboration. Thanks to
@LauriePoints,@_sharmaabhi_ and@leecronin (and the all@CroninLab ) for making this possible! 7/8Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
The process unveiled a sudden and highly specific response of droplets to slight temperature changes. Six modes of self-propelled droplet motion were identified and classified using a time-temperature phase diagram and probed using a variety of techniques including NMR. 6/8pic.twitter.com/zwi2AqTURw
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This comparative study was made directly on the droplets in the lab. NO SIMULATION. This was made possible thanks to our new high-throughput parallel robot called Dropfactory. Youtube: https://youtu.be/bY5OoRBJkf0 Github: https://github.com/croningp/dropfactory … 5/8pic.twitter.com/3NASLqEPl8
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We obtained such results by using the simplest form of intrinsically motivated
#AI, random goal exploration. It works better at exploring a new system because it focuses on the observations rather than on the parameters. It does not need prior knowledge to get started. 4/8Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
The intrinsically motivated
#AI algorithm generated more varied observations. (Left) It made salient an underlying temperature effect that could not have been observed with a parameter screening procedure. (Right) 3/8pic.twitter.com/kRdoze7QVD
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We studied oil-in-water droplets. They can exhibit a range of dynamic movement depending on their composition. Youtube: https://youtu.be/RC_nc0P_crc . 2/8pic.twitter.com/00zhv7eE7L
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Jonathan Grizou proslijedio/la je Tweet
Emtremely excited to finally share a side-project I've been working on for the past few months: Neural Synesthesia, visualizing music with
#GANs! So many ideas left to explore, this journey is just getting started.. More HD renders on my new YT channel: https://www.youtube.com/channel/UCu9a5weiXe1OU5oNyfHVQEQ …pic.twitter.com/jkRGflSfjgPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Ever played pong with sheeps? Check these guys out: https://youtu.be/qniwI2hNhDs doing some extreme sheep herding. The fun starts at 36s.
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If you are at
@IJCAIconf, I challenge you to open my vault in the demo area! You can also play online at http://bit.ly/vault-level-4#ijcai19pic.twitter.com/x8PKglMEM8
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Jonathan Grizou proslijedio/la je Tweet
If only some group somewhere had built an affordable & accessible DIY closed loop real-time materials discovery robot that programmes the morphology of nanoparticles using Darwinian evolution.
@CroninLabhttps://chemrxiv.org/articles/A_Nanomaterials_Discovery_Robot_for_the_Darwinian_Evolution_of_Shape_Programmable_Gold_Nanoparticles/8266547 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
What journal would be best suited for our work on the exploration of chemical droplets using a curiosity driven robotic assistant: https://arxiv.org/abs/1904.12635 ? Robot on github: https://github.com/croningp/dropfactory …
#openscience#opensourcepic.twitter.com/5SAe0kY6Hb
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Just moved my coding environment to JupyterLab. Be sure to check it out: https://jupyterlab.readthedocs.io . Thanks
@RemyKusters for the tip.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Interesting keynote on the impact of AI and automation on policy making by California Governor
@GavinNewsom: https://youtu.be/HRBePtEEhp0?t=98 …. To me, it is an invitation to collectively reflect on why we, humans, automate laborious tasks in the first place.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Jonathan Grizou proslijedio/la je Tweet
Just posted "A Better Lesson", a short review of Ruch Sutton's recent post "The Bitter Lesson". https://rodneybrooks.com/a-better-lesson/ …
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Jonathan Grizou proslijedio/la je Tweet
look at this crowd of
@criparis felllows trying to crack@jgrizou’s AI-based code entering keypad..pic.twitter.com/kzxLvfYAA1
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Jonathan Grizou proslijedio/la je Tweet
Interested to do a
#postdoc@inria on#deeplearning applied to automated scientific discovery? Apply here (fast is better): http://pyoudeyer.com/postdocDeepLearningAutomatedDiscovery2018Web.pdf …#ArtificialInteligence#AI#physics#biologyHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Jonathan Grizou proslijedio/la je Tweet
In this month's
@ChemistryWorld - check out p35 for an article about our recent paper!!@jgrizou@flaskdragonjam@leecronin@CroninLab#RealTimeChem
https://www.chemistryworld.com/news/3008589.article …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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