SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark

https://surreal.stanford.edu/

BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop"

Maxime Chevalier-Boisvert et al.: https://arxiv.org/abs/1810.08272

NEP 18 — A dispatch mechanism for NumPy’s high level array functions

Abstact: "We propose the array_function protocol, to allow arguments of NumPy functions to define how that function operates on them. This will allow using NumPy as a high level API for efficient multi-dimensional array operations, even with array implementations that differ greatly from numpy.ndarray."

https://www.numpy.org/neps/nep-0018-array-function-protocol.html
#numpy

These enhancements enable us to process large 3D dark matter distribution and predict the cosmological parameters ΩM, σ8, and ns with unprecedented accuracy arxiv.org/abs/1808.04728

30 Amazing Machine Learning Projects https://medium.mybridge.co/30-amazing-machine-learning-projects-for-the-past-year-v-2018-b853b8621ac7 @ArtificialIntelligenceArticles

Ultimate guide and resources for Data science 2019

https://medium.com/@purnasaigudikandula/ultimate-guide-and-resources-for-data-science-2019-f663f9384fc7 @ArtificialIntelligenceArticles

CVPR Paper Controversy; ML Community Reviews Peer Review
https://medium.com/syncedreview/cvpr-paper-controversy-ml-community-reviews-peer-review-79bf49eb0547 @ArtificialIntelligenceArticles

TensorFlow.js Examples

GitHub repository containing examples in TensorFlow.js: https://github.com/tensorflow/tfjs-examples

#artificialintelligence #deeplearning #machinelearning #tensorflow

Using Machine Learning to Predict the Evolution of Physics Research

paper : https://arxiv.org/abs/1810.12116 @ArtificialIntelligenceArticles

New research group at Oxford Comp Sci!

Oxford Applied and Theoretical Machine Learning Group (OATML): https://oatml.cs.ox.ac.uk/

#artificialintelligence #bigdata #machinelearning #neuralnetworks

Efficiently measuring a quantum device using machine learning

Lennon et al.: https://arxiv.org/abs/1810.10042

#ArtificialInteligence #QuantumPhysics #Research #Physics #MachineLearning

Reinforcement Learning Will Be 2019's Biggest Trend In Data Science 😊🎉

Forbes: https://www.forbes.com/sites/quora/2018/10/26/reinforcement-learning-will-be-2019s-biggest-trend-in-data-science/#73d3

NVIDIA researchers developed a #GPU-accelerated reinforcement learning simulator that can teach a virtual robot human-like tasks in record time

https://goo.gl/uToK8K @ArtificialIntelligenceArticles

There's a new #nips2018 D&I co-chair's webpage
With child care diversity workshops and other affinity group information; accessibility and other inclusion notices https://nips2018inclusion.weebly.com

Artificial intelligence bot trained to recognize galaxies
https://www.news.uwa.edu.au/2018103111075/research/artificial-intelligence-bot-trained-recognise-galaxies @ArtificialIntelligenceArticles

Artificial intelligence bot trained to recognize galaxies


paper : https://academic.oup.com/mnras/article-abstract/482/1/1211/5142869

Github: https://github.com/chenwuperth/rgz_rcnn

@ArtificialIntelligenceArticles

Machine learning & artificial intelligence in the quantum domain - An overview of recent advances
paper : https://arxiv.org/abs/1709.02779 @ArtificialIntelligenceArticles

Web service makes big data available to neuroscientists
https://www.nature.com/articles/d41586-018-07195-2 @ArtificialIntelligenceArticles

Preprint: Atlases of cognition with large-scale brain mapping
https://hal.inria.fr/hal-01908189 @ArtificialIntelligenceArticles