Charles Darwin & Alfred Russel Wallace's papers on evolution were published #onthisday (1858)
From Wikipedia : http://ow.ly/UwNS30daMZ2
#evolution
Intuitive explanation of the rendering equation
Blog post by Victor Li : http://viclw17.github.io/…/30/raytracing-rendering-equation/
#equation #raytracing #rendering
How Can We Promote Cooperation in an Uncooperative Society?
A branch of mathematics known as evolutionary graph theory has some promising answers
By Naghmeh Momeni on August 8, 2018 : https://blogs.scientificamerican.com/…/how-can-we-promote-…/
#cooperation #evolutionary #graphtheory
How to Make A.I. That’s Good for People
By Fei-Fei Li : https://www.nytimes.com/…/artificial-intelligence-human.html
#artificialintelligence #deeplearning #human
Open-endedness: The last grand challenge you’ve never heard of
By Kenneth O. StanleyJoel LehmanLisa Soros : https://www.oreilly.com/…/open-endedness-the-last-grand-cha…
#artificialintelligence #openendedness
Learning to Play: Multi-Agent Reinforcement Learning in MalmO Competition
Microsoft Research Blog post : https://aka.ms/AA1vi10
#deeplearning #reinforcementlearning #research
OpenAI Scholars Class of ’18
Meet the scholars: https://blog.openai.com/openai-scholars-class-2018/
#OpenAI #Scholars
Van Jones: AI jobs are a route out of poverty for urban youth
By Sean Captain : https://www.fastcompany.com/…/van-jones-ai-jobs-are-a-route…
#artificialintelligence #jobs
FEYNMAN learning strategy in THREE points:
1. Continually ask "Why?" 2. When you learn something, learn it to where you can explain it to a child. 3. Instead of arbitrarily memorizing things, look for the explanation that makes it obvious.
"The more you choose moves that are toward your values, the more vital, effective, and meaningful your life is likely to become." - Susan A David, Ph.D.
Today marks the centenary of the birth of Nelson Mandela, a man who believed in human rights for all.
The Nobel Peace Prize laureate was South Africa's first black president. 'Madiba', as he was affectionately known, is among the great heroes of history.
#Mandela100 #MandelaDay
Steps Toward Super Intelligence I, How We Got Here
Blog by Rodney Brooks : https://rodneybrooks.com/forai-steps-toward-super-intellig…/
#artificialintelligence #deeplearning #superintelligence
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
Abstract : "Few ideas have enjoyed as large an impact on deep learning as convolution. For any problem involving pixels or spatial representations, common intuition holds that convolutional neural networks may be appropriate. In this paper we show a striking counterexample to this intuition via the seemingly trivial coordinate transform problem, which simply requires learning a mapping between coordinates in (x,y) Cartesian space and one-hot pixel space. Although convolutional networks would seem appropriate for this task, we show that they fail spectacularly. We demonstrate and carefully analyze the failure first on a toy problem, at which point a simple fix becomes obvious. We call this solution CoordConv, which works by giving convolution access to its own input coordinates through the use of extra coordinate channels. Without sacrificing the computational and parametric efficiency of ordinary convolution, CoordConv allows networks to learn either perfect translation invariance or varying degrees of translation dependence, as required by the task ()."
Rosanne Liu et al.: https://arxiv.org/abs/1807.03247
#deeplearning #neuralnetworks #transformations
Bringing newspapers to life with #ARKit.
H / T : Nathan Gitter (@nathangitter)
#ARKit2 #iOS12 #augmentedreality
Computing the minimal crew for a multi-generational space travel towards Proxima Centauri b
Abstract : "The survival of a genetically healthy multi-generational crew is of a prime concern when dealing with space travel. It has been shown that determining a realistic population size is tricky as many parameters (such as infertility, inbreeding, sudden deaths, accidents or random events) come into play. To evaluate the impact of those parameters, Monte Carlo simulations are among the best methods since they allow testing of all possible scenarios and determine, by numerous iterations, which are the most likely. This is why we use the Monte Carlo code HERITAGE to estimate the minimal crew for a multi-generational space travel towards Proxima Centauri b. By allowing the crew to evolve under a list of adaptive social engineering principles (namely yearly evaluations of the vessel population, offspring restrictions and breeding constraints), we show in this paper that it is possible to create and maintain a healthy population virtually indefinitely ()."
F. Marin, C. Beluffi : https://arxiv.org/abs/1806.03856
#genetics #mission #space #spacesettlement #travel
Model Tuning and the Bias-Variance Tradeoff
A Visual Introduction to Machine learning — Part II : http://www.r2d3.us/visual-intro-to-machine-learning-part-2/
#artificialintelligence #deeplearning #intelligenceartificielle
Playing hard exploration games by watching YouTube
Aytar and Pfaff et al.: https://arxiv.org/abs/1805.11592
#artificialintelligence #deeplearning #machinelearning
What can be learned from the fact that √2+√3 ~ π
H / T : Fermat's Library
OBJET : « À des fins purement philanthropiques, scientifiques, sociales, technologiques, artistiques, et sans intention de gain pécuniaire pour ses membres, la Fondation Intelligence a pour objet de sensibiliser, d’inspirer, de former et de supporter les individus qui façonneront la société du 21è siècle ».
« Qu’aucun adolescent n’ait de crainte pour son avenir, quelle que soit la voie qu’il ait choisie. S’il travaille consciencieusement pendant chaque heure de la journée, il n’a pas à se soucier du résultat. Il peut être sûr de figurer un jour parmi les individus les plus compétents de sa génération, dans le domaine de son choix. »
– Paroles William James