Scientists have taken a key step toward harnessing a form of artificial intelligence known as deep reinforcement learning to protect computer networks. When faced with sophisticated cyberattacks, #DRL was effective at stopping adversaries 98% of the time
https://www.helpnetsecurity.com/2023/02/20/cybersecurity-ai-tools-techniques/
RT @ricardovinuesa
đź“°BREAKING!!! We have used #DeepReinforcementLearning (#DRL) for #Turbulence #Control in #Channel flow, and we have obtained #higher #DragReduction (46%) than the classical #OppositionControl (20%)!!
#preprint: https://lnkd.in/db62jfpJ
#Code: To be released soon!
#deepreinforcementlearning #drl #turbulence #control #channel #higher #dragreduction #oppositioncontrol #preprint #code
RT @ricardovinuesa
Are you interested in combining #MachineLearning with #computationalfluiddynamics? We have a #Postdoc position open in my group to work on #DeepReinforcementLearning applied to #Control and #Optimization in #FluidMechanics! @KTHuniversity
https://www.kth.se/en/om/work-at-kth/lediga-jobb/what:job/jobID:573410/where:4/
#ML #CFD #DRL
#machinelearning #computationalfluiddynamics #postdoc #deepreinforcementlearning #control #optimization #FluidMechanics #ml #cfd #drl
RT @ricardovinuesa
In our #article we use #DRL for 2D cylinder control: there is a transition between the #lowRe cases where a wake opposition control is optimal, and #higherRe cases where a boundary-layer energization technique emerges, similar to the #DragCrisis!!
#paper: https://www.mdpi.com/2076-0825/11/12/359
#article #drl #lowre #higherre #dragcrisis #paper
Is anyone into drone racing?
I haven't seen season 4 yet.
#DRL #droneracingleague #drone
#drl #droneracingleague #drone
Gebloggt:
DRL – Drone Racing League umsonst im Epic Store
https://kobaltauge.de/2022/10/drl-drone-racing-league-umsonst-im-epic-store/
#Geek #DRL #Drone
RT Google Cloud Tech
Got what it takes to predict @DroneRaceLeague racing results on Google Cloud?
Register for #GoogleCloudNext and enter the #DRL x Google Cloud Fly Cup Challenge for the chance to win a VIP trip to the season finale of the DRL World Championship Race 🏆 ↓
https://cloud.google.com/blog/topics/training-certifications/sign-up-for-the-google-cloud-fly-cup-challenge?utm_source=linkedin&utm_medium=unpaidsoc&utm_campaign=fy22q3-googlecloudtech-blog-ai-in_feed-yes-brand-global&utm_content=drl-google-cloud-next&utm_term=-
:sys_twitter: https://twitter.com/GoogleCloudTech/status/1570544350337155073
l'apprentissage par renforcement profond ( #DRL deep reinforcement learning) pose par nature le problème d'autonomie des décisions algorithmiques. Des chercheurs de #Berkeley proposent une démarche pour s'assurer que le DRL reste dans les clous sociétaux et humains.
https://robohub.org/designing-societally-beneficial-reinforcement-learning-rl-systems/
#drl #berkeley #ia #rl #ai #latex #société #risques