Question: Can anyone recommend simulation environments for AI research where the second law of thermodynamics applies? It feels like this is needed to avoid collapse of some RL exploration strategies and intrinsic motivation. https://
flip.it/SodkpS
MACHINE LEARNING
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Simulation Environments with Thermodynamics for RL Research
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AI protein structure predictions advance cancer research drug discovery
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“3D protein structure predictions made by AI could boost cancer research and drug discovery” — let’s hope https://
flip.it/357CH1 -
Inductive Biases Deep Learning Higher Level Cognition Overview
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“Inductive biases for deep learning of higher-level cognition” by Anirudh Goyal and Yoshua Bengio has a good overview of many important ideas in deep learning and the study of intelligence. https://
royalsocietypublishing.org/doi/pdf/10.109
8/rspa.2021.0068
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Big Data Big Responsibility: Ethics in AI and Machine Learning
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as is often said – with great power comes great responsibility ! Big Data, Big Responsibility – DATAVERSITY https://
buff.ly/3NOvgiW
#bigdata #ai #ArtificialIntelligence #MachineLearning #deeplearning #data -
Learn Declarative ML: Build Models in 15 Lines of Code
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Want to learn about declarative #ML? Join our webinar with @devvret_rishi
, cofounder at @predibase
, to learn:
– About declarative ML systems incl. open-source http://
Ludwig.ai from @Uber – How to build & deploy ML/DL models in <15 lines of code https://
pbase.ai/3Ticrpz -
ReAct: Synergizing Reasoning and Acting in Language Models
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Learn how ReAct, a general paradigm for synergizing reasoning and acting in language models, presents more interpretable, diagnosable, and controllable task-solving trajectories while outperforming reasoning and acting only paradigms. Read the blog → https://
goo.gle/3TiNcDp -
ROME: Efficient Factual Editing in GPT Models
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MIT, Northeastern & Technion Propose ROME for Efficient Locating and Editing of Factual Associations in GPT Models
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Exploring Large Internet Archives with Embeddings
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Would you like to learn how to explore large internet archives with embeddings? Check out this co:lab friday session with our very own @JayAlammar
, sharing how he built a map of top 10,000 Hacker News posts of all time! https://
hubs.li/Q01rPlY10
#topicmodelling #embeddings -
AI-Powered Predictive Maintenance Transforms Railway Operations
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Its #Rail ROI !
Where #SDWAN Meets 'SCOTT' Program – #Security #Cost & #Space are the benefits for #predictive #Maintenance to passenger #experience ! @klasgroup @insightdottech @Inteliot https://
insight.tech/cities/getting
-railway-predictive-maintenance-on-the-right-track?utm_source=twitter&utm_medium=organic&utm_campaign=2022-tdc-eaves
… #innovation #IntelPartner #trains #ITInfluencer #AI #ML #IoT -
Human Accuracy Improves 10 Percent Through Model Interaction
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Generally, we see that our participants start out with far worse accuracy on these tasks than our models do, and that by interacting with the models, they’re able do about 10 percentage points better.