HNHacker News
TopNewBestAskShowJobs

deepnet

1,376 karma · joined May 12, 2015

Reinforcement Learning with Deep Convolutional Neural Networks for Agent and Robot Control.

Machine Intelligence, functional programming, photogrammetry, and Machine creativity.

Currently : Transferring learning between modalities in robotic neural nets.

[deepnet] [\@] jmhz [\.] net

submissionscomments
deepnet··on CNN-generated images are surprisingly easy to spot for now
I found CNN a bit confusing, even though I did guess it meant Convolutional Neural Net.

Perhaps my pre-caffeine morning brain is overly pedantic but Generative Nets use deconvolutions to generate images from latent codes, so using CNN rather than GAN (Generative Adversarial Network) is a bit confusing in this context.

CNNs are used by VAEs (Variational AutoEncoders, also generative) use convolutions to produce the latent codes and the discriminator (adversarial) part of GAN training uses convolutions.

I think Generative Networks ( or GNNs ;-) ) would perhaps have been clearer.

deepnet··on Ask HN: Does anyone have celiac disease and how do you deal with that?
https://celiac.reddit.com
deepnet··on Pcgrl: Procedural Content Generation via Reinforcement Learning
coroutines
deepnet··on Poverty hurts children in ways we're beginning to understand
TFA: Being poor is a highly non trivial prior.

There are many poverties, many dimensions of wealth.

Happy educated young are a public good and the wealth of nations.

A rising tide raises all ships.

Female education is the driving factor in population stabilisation.

Inherited inequality is implicitly unjust.

deepnet··on Computational Power Found in the Arms of Neurons
Minsky and Papert showed that computing XOR requires a 3 layer artificial neural net: Input, Hidden Layer, Output - which has 2 layers of weighted connections.

This[0] research shows a single neuron can compute XOR, thus the artificial neuron has less computational power than a real one.

[0] - https://www.reddit.com/r/MachineLearning/comments/ejbwvb/r_s...

deepnet··on Space Invaders
Space Invader Arcade Equipment from 1954, probably pinball

https://books.google.co.uk/books?id=xB4EAAAAMBAJ&pg=PA88&dq=...

deepnet··on Kurt Gödel and the Mechanization of Mathematics
I would counter that Gödel's Incompleteness theorem has had the greatest effect on the practice of mathematics by inventing digital computing which has revoltionised mathematics - all as a side effect of Turing and Church's proofs of Gödel's theorem.

Turing's proof of Godel's incompleteness devised the Turing machine as a metaphorical device to demonstrate incompleteness - this then led to the whole of computing.

And for Church's proof of Godel's incompleteness he devised the lambda calculus which founded functional programming, McCarthy's LISP, and the Y-combinator of algebraic recursion.

deepnet··on Learning to code vs. learning to automate
Discrete versions of this are already being tested for use enhancing micro in competitive e-sports

Also see Stelarc's Movatar[0] for an working human-installed, early-web version, providing a VRML to Human web interface.

[0] - http://stelarc.org/?catID=20225

deepnet··on Have scientists discovered a fifth force of nature?
Mods please change the linked telegraph article it is awful.

https://www.independent.co.uk/news/science/dark-matter-parti...

is better

or the Arxiv

https://arxiv.org/abs/1910.10459

deepnet··on Total Horse Takeover
Seaweed is efficacious in cow digestion to lower methane emmissions.

Perhaps it works in horses too ?

https://www.dairyreporter.com/Article/2019/08/14/Could-Austr...

deepnet··on World Scientists’ Warning of a Climate Emergency
Well worth reading.
deepnet··on Ban kids from loot box gambling in games
Sounds like a solution a desk jockey lawmaker, or at least to their knee-jerking constituent pitch-fork mob demanding justus wouls come up with!

But in reality a ban prevents regulation and will usher in an era of illegal underground loot-box mods with hyper effective sublimal hypno-tech.

Well I mean the prohibtion of kitten-huffing should be example enough of the consequences of an unregulated drugs bazaar.

Better to have government issued loot boxes provided to children at school, like the UK lottery or the sugar-tax

/Sarcasm

But seriously the way things play out on the street is rarely how they look on paper as idealistic laws.

The solution ?

A little of both ;-)

deepnet··on The Amazon in Brazil is on fire – how bad is it?
The evidence disagrees, the link I posted provides evidence that the majority of the forest fires stem from previous clearances.

While there is a natural role for fire in forests this is unsustainable and close to a tipping point of unrecoverable.

deepnet··on The Amazon in Brazil is on fire – how bad is it?
The Amazon Rainforest Tipping Point is 20-25% deforestation total.

We are at 20% deforestation now.

https://phys.org/news/2018-03-amazon-deforestation.html

The forest fires stem from previous deforestation, so destruction is cumulative, exponential.

Past the tipping point the rainforest dies.

To quote the Expanse, this is the cascade, (and we are nearing the point where) this station is already dead.

deepnet··on How to run a small social network site for your friends
Small shops can be a diverse ecosystem, en-masse robust and anti-fragile.

Edges, servers at the edges - monopolies are not a free Internet.

Computers run our lives, either we are in control or they are - Stallman is right - without GNU's four freedoms neither societies nor peoples are free.

deepnet··on Thinkers and Drinkers
Keeping tools highly available and having 'elders' ensuring they are used well and respected was my observation.

Noisebridge are true believers in the democratisation of tools - they have workshops and collaborations have at every level of expertise - it is an awesome social good.

Guests were thankful for the knowledge gained and things mostly worked out.

deepnet··on RIAA Lawyers Botched a Big One Against flvto.biz – So What’s Next?
Thanks I was using ffmpeg for the conversion up til now = TIL
deepnet··on Repl.it Multiplayer
Godot is a FOSS IDE for making games

https://godotengine.org/

deepnet··on Repl.it Multiplayer
Can my team run Godot on this ?
deepnet··on Show HN: Dark Reader extension – Dark mode for every website
My late night tired eyes, thank you - now I can browse without waking my partner :)

The white sheet of paper metaphor of black on white text is to my sensitive eyes really a shining bright light in my face - I always try to reverse, invert, darken to white on black text - but black borders and black bars ( android buttons grrr ) then annoying flip to white !

Many thanks this is really good.

deepnet··on Richard Stallman: We Can Do Better Than Bitcoin
Yes and there is a converse problem, the seller ships the item but the customer having received the item fraudulently requests chargeback - this is common, sadly.

I lose the item, the money and a fee - bitcoin, like cash solves the fraudulent chargeback problem - but the buyer is unprotected.

Trusted Escrow solves both problems.

The chargeback system isn't good for small retailers. The banks have no incentive to check the system or secure the card as the onus is on the merchant.

deepnet··on The “bicameral mind” 30 years on: A reappraisal of Jaynes’ hypothesis (2007)
Most imaginative people can imagine voices and often discuss things with themselves.

The acceptable version of Janes' hypothesis is that ancients attributed much of their imagination and interior life to objective reality.

A stronger version of Jayne's bicameral mind only requires that the ancient doubted ownership of certain of their emotions and trains of thought and discussed and wrote of them as real - the internal narrative, the train of thought, the stream of consciousness did not exist as a literary device and consequently the ancients did not possess it as a tool of thought.

As Gods and supernatural events were generally accepted in ancient times, the idea that internal dialogue was the voice of 'Gods' or deceased relatives was entirely reasonable as far as they knew back then.

The ancient might say the sea calls me home and the modern would understand the same emotion as guilt at not seeing ones parents.

Dreams are unbidden, uncontrolled internal imaginings we all have and anyone who stays awake long enough will start to hallucinate while awake.

Likewise stress and PTSD can induce unbidden thought, and uncontrolled imaginings and terrors.

We then attribute this to the unconscious mind, so we entertain a certain bicamerality.

Even so many of us moderns still entertain superstitions and use ritual to absolve ourselves from 'bad luck'. The Jungian hypothesis is that the unconscious responds to symbol and ritual and we require understanding our life course in heroic and mythic terms to properly become our own selves apart from our parents' views and social programming.

We are self aware enough to correlate certain cravings for particular sugary treats to advertising influencing us - is the desire for that product truly our own thought ?

We might say that a person lacks wit, empathy or is quick to anger - the ancient talks of them as under a planetary astrological influence or a symbolic event, a raven attending their birth, the reason for their behaviour - the same things are being communicated but the cause is differently attributed.

Jaynes proposes that minds were recently completely bicameral and did not posses our modern consciousness until bicamerality broke down - which is difficult to swallow, haven't we always been this human ?

deepnet··on Niels Bohr’s Argument for the Irreducibility of Biology to Physics (1994)
Conversely, Jim Al-Khalili on the role of quantum physics in biological mechanisms.

https://www.youtube.com/watch?v=wwgQVZju1ZM

and his BBC version

https://www.youtube.com/watch?v=q4ONRJ1kTdA

deepnet··on Forgotten Greats of Science Fiction
Stapledon's Sirius, the awakening of a pet dog retrofitted with emerging sentience completely freaked me out when I was tween - brilliant stuff - relevant to the AI debate, but a new angle: enhanced animal minds !

https://en.wikipedia.org/wiki/Sirius_(novel)

deepnet··on Forgotten Greats of Science Fiction
The Death Guard by Chadwick -- fleshy robot armies

https://www.amazon.co.uk/Death-Guard-Roc-S/dp/014017060X

Stand on Zanzibar by Brunner -- notable for hip-crime vocab

https://en.wikipedia.org/wiki/Stand_on_Zanzibar

deepnet··on Understand what AI sees
It follows that, because insects see things and are not generally seen as conscious beings, conscious experience of seeing is not a requirement of seeing.

"Sì, abbiamo un'anima. Ma è fatta di tanti piccoli robot – "Yes, we have a soul, but it’s made of lots of tiny robots." Dan Dennet [0]

[0] https://www.goodreads.com/quotes/191761-some-years-ago-there...

deepnet··on Show HN: Browsh – A modern, text-based browser
I stepped up, now a Patron.
deepnet··on Cyberpunk 2077 world premiere: 50 minutes of William Gibson-level insanity
Don't so easily underestimate the longterm utility of money outside government and corporate control.

Centralised money, like dictatorships, is only good when benevolently ruled.

For the majority, money is wielded more against than for their interests.

deepnet··on Twitter meets TensorFlow
Empowering users with Machine Learning, i.e. offering simple powerful ML based filtering tools for the Twitter user.

More importantly allow opt out and configuration of stuffing feeds with politics and liked by those I follow.

But the idea is not to empower users but masticate users to provide more 'value' to Advertisers by selling them 21stC version of 'hits' - the false & forced engagement metric.

This all stems from the mentality that Twitter are serving the money not the user.

It is short-termism.

Hopefully crap-stuffing users will allowing the resurgence of a diverse market that necessitates open standards unlike our current hyper monopolies and their data silos.

deepnet··on The differences between tinkering and research (2016)
Togelius I believe you are in error in Seth Bling's case.

The Show More links under his youtube MarI/O video link directly to the Stanley Miikkulainen NEAT paper.

and he links the wikipedia page on Neuroevolution https://en.wikipedia.org/wiki/Neuroevolution

which cites two [1][2] of your papers among others :

yet you say : " it is atrocious because of the complete lack of scholarship. The guy didn't even know he was reinventing the wheel, and didn't care to look it up. "

a bit harsh perhaps ? At least mentioning the foundational NEAT paper is not a complete lack of scholarship.

I feel you have overlooked that Seth does try and provide good citations to his audience and it would kind if you mentioned him by name in your article rather than " some guy "

He did inspire other twitch streamers to experiment with neuroevolution and neural nets and benchmark many SNES games.[3] although downstream this follow up does goes uncited by yourself.

[1] "Neuroevolution in Games: State of the Art and Open Challenges" https://arxiv.org/pdf/1410.7326v3.pdf

[2] "Countering poisonous inputs with memetic neuroevolution" (PDF)https://www.academia.edu/download/30945872/poison.pdf

[3] Mario Bros mari/o https://clips.twitch.tv/CourteousEmpathicTruffleCeilingCat

https://www.youtube.com/watch?v=bRxUQNFxAWc Mari/o kart winterbunny

https://clips.twitch.tv/HilariousPolishedZucchiniHassanChop - mario kart RNN mariflow

← PreviousPage 5 of 23Next →