marianelligab @marianelligab
. Joined May 2018-
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🧬 For ACCEL, we made an interactive paper to accompany the typical PDF we all know and love. "Figure 1" is a demo that lets you challenge our agents by designing your own environments! Now you can also view agents from many training runs simultaneously. accelagent.github.io
New version of my monograph on Online Learning arxiv.org/abs/1912.13213 - Fixed tons of errors - Added more history - Added more convex analysis content - Added FTRL with group norms: a method from ~2010 that dominates recent (bad...) approaches to online learning with kernels
I’m biased here, but I ❤️❤️❤️ this blog post (and paper). The demo is fun to play with and really illustrates UED well. The post begins with an approachable summary for the general public/community but gives the interesting formal details further down. Great job, everyone!
I’m biased here, but I ❤️❤️❤️ this blog post (and paper). The demo is fun to play with and really illustrates UED well. The post begins with an approachable summary for the general public/community but gives the interesting formal details further down. Great job, everyone!
Could machine learning rediscover the law of gravitation simply by observing our solar system? With our new approach, the answer is *YES*. Led by: @PabloLemosP With: @Niall_Jeffrey @cosmo_shirley @PeterWBattaglia Paper: arxiv.org/abs/2202.02306 Blog: astroautomata.com/paper/rediscov…
Second round in the series of blog posts on positive semi-definite symmetric matrices: the von Neumann entropy and its associated geometry. francisbach.com/von-neumann-en…
In this fun project, we trained artificial life using machine learning! Lenia creatures learn to survive obstacles using gradient descent (Neural CA) & curriculum learning (IMGEP), generalize well to unseen tasks. Full video + blog post + interactive demo: developmentalsystems.org/sensorimotor-l…
Today's great escape: A gorgeous visualization of an accretion disk around a black hole, via @CoolSeanDotCom. blog.seanholloway.com/2022/03/13/vis…
En el artículo nature.com/articles/s4146…, en Nature Communications, mi estimado Daniel Persson et al. estudian en un ejemplo concreto cómo la geometría clásica del espaciotiempo emerge a partir de un estado cuántico de la teoría dual, según holografía. Cf. phys.org/news/2022-03-m…
Quantum mechanics is inevitable! Not quite, but if you want to construct a non-trivial theory of probabilities there are really only 2 possibilities: 'classical' probability theory or Quantum Mechanics. A 🧵 1/17
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