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Mar 25, 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning
Posted by Alireza Mokri in category: evolution
We’ve discovered that evolution strategies (ES), an optimization technique that’s been known for decades, rivals the performance of standard reinforcement learning (RL) techniques on modern RL benchmarks (e.g. Atari/MuJoCo), while overcoming many of RL’s inconveniences.
In particular, ES is simpler to implement (there is no need for backpropagation), it is easier to scale in a distributed setting, it does not suffer in settings with sparse rewards, and has fewer hyperparameters. This outcome is surprising because ES resembles simple hill-climbing in a high-dimensional space based only on finite differences along a few random directions at each step.
Mar 25, 2017
#Transhumanism getting discussed worldwide yesterday by Catholic Church, with shares via the Vatican Radio, etc
Posted by Zoltan Istvan in category: transhumanism
My work mentioned. This story out in various languages: #Italian, #French, #Portuguese, English, etc. http://fr.radiovaticana.va/news/2017/03/24/troisi%C3%A8me_m%…sa/1300835 & https://zenit.org/articles/father-cantalamessas-3rd-lent-homily-2017/ & http://www.cantalamessa.org/?p=3274 &
http://www.diocesedeamparo.org.br/index.php/2017/03/24/3a-pr…de-cristo/
Mar 25, 2017
UNSW scientists unveil a giant leap for anti-ageing
Posted by Alexander Rodionov in categories: biotech/medical, life extension
UNSW researchers have identified a critical step in the molecular process that allows cells to repair damaged DNA – and it could mean big things for the future of anti-ageing drugs, childhood cancer survivors and even astronauts.
Mar 25, 2017
Watch Plants Grow On A Microscopic Level
Posted by Shailesh Prasad in category: futurism
Mar 25, 2017
Tesla Model 3 safest car on the road
Posted by Shailesh Prasad in categories: sustainability, transportation
Safety has been a preoccupation of consumers and carmakers for the past few decades, with some companies — like Volvo — making it their key selling point.
Automobiles are already far safer now than ever before, but advances in technology keep raising the bar for what consumers expect. And Morgan Stanley auto analyst Adam Jonas thinks the forthcoming Tesla Model 3, priced at $35,000 and expected to launch later this year, will lead the way in dramatic fashion.
Between 30,000 and 40,000 people are killed in car accidents every year in the US alone, so the stakes for drastically improved safety are high.
Mar 25, 2017
Hum Rider: elevating car that drives over traffic
Posted by Shailesh Prasad in category: transportation
You can use the touch screen underwater.
A company has fixed the most annoying thing about underwater phone cases.