Think about this. There is no physical evidence to the contrary http://people.idsia.ch/~juergen/randomness.html. (1:15:48s talk and Q&A) Close. Who invented it? They recently helped to improve connected handwriting recognition, speech recognition, machine translation, optical character recognition, image caption generation, and are now in use at Google, Microsoft, IBM, Baidu, and many other companies. She may not always be the one who popularizes it. In the last 5 years, they had several successes on different machine learning competitions. There are also plans to release more of our recent recurrent network code soon. In the supervised learning department, many tasks in natural language processing, speech recognition, automatic video analysis and combinations of all three will perhaps soon become trivial through large RNNs (the vision part augmented by CNN front-ends). Expert Syst. Each memory cell has a self -connected recurrent edge Hochreiter and Schmidhuber Lipton, Zachary C., John Berkowitz, and Charles Elkan. Edits since 9th March: Still working on the long tail of more recent questions hidden further down in this thread ... Edit of 6th March: I'll keep answering questions today and in the next few days - please bear with my sluggish responses. The world of RNNs is such a big world because RNNs (the deepest of all NNs) are general computers, and because efficient computing hardware in general is becoming more and more RNN-like, as dictated by physics: lots of processors connected through many short and few long wires. But it takes time, and there are so many other things in the pipeline …. Introduction of the memory cell! Arxiv 2019. Do you plan on delivering an online course (e.g. Here is the already mentioned code http://sourceforge.net/projects/rnnl/ of the first competition-winning RNNs (2009) by my former PhD student and then postdoc Alex Graves. Here are some of their recent competitive achievements in competitions and challenges: 22 Sept 2013: Deep neural […] He isn’t claiming credit for GANs, exactly. Jürgen Schmidhuber, who is the Co-Founder and Chief Scientist at AI company NNAISENSE, the Director of the Swiss AI lab IDSIA, and heralded by some as the “father of artificial intelligence” is confident that the singularity “is just 30 years away. Edit of 5th March 4pm (= 10pm Swiss time): Enough for today - I'll be back tomorrow. Got slashdotted on Jan 27. Where do the symbols and self-symbols underlying consciousness and sentience come from? Related: The universe is deterministic, and the most efficient program that computes its entire history is short and fast, which means there is little room for true randomness, which is very expensive to compute. “A Critical Review of Recurrent Neural Networks for Sequence Learning.” To conclude: Jürgen Schmidhuber is a Deep Learning pioneer worth of having received the Turing award along with Hinton, LeCun, and Bengio. seann999, what you describe is my other old RNN-based CM system from 1990 (e.g., refs 223, 226, 227): a recurrent controller C and a recurrent world model M, where C can use M to simulate the environment step by step and plan ahead (see the introductory section 1.3.1 on previous work). He has published 333 peer-reviewed papers, earned seven best paper/best video awards, and is recipient of the 2013 Helmholtz Award of the International Neural Networks Society. http://people.idsia.ch/~juergen/unilearn.html, http://people.idsia.ch/~juergen/goedelmachine.html, http://people.idsia.ch/~juergen/compressednetworksearch.html, http://people.idsia.ch/~juergen/randomness.html, http://people.idsia.ch/~juergen/computeruniverse.html, http://www.kurzweilai.net/in-the-beginning-was-the-code, http://people.idsia.ch/~juergen/attentive.html, http://people.idsia.ch/~juergen/superhumanpatternrecognition.html, http://people.idsia.ch/~juergen/metalearner.html, http://people.idsia.ch/~juergen/fundamentaldeeplearningproblem.html. SICE Journal of the Society of Instrument and Control Engineers, 48 (1), pp. [6] J. Koutnik, G. Cuccu, J. Schmidhuber, F. Gomez. (It also seemed like a big thing when in 2011 our team achieved the first superhuman visual classification performance in a controlled contest, although none of the basic algorithms was younger than two decades: http://people.idsia.ch/~juergen/superhumanpatternrecognition.html), So what will be the real big thing? June 24 Keynote for BAAI 2020, Beijing June 6 Keynote for Data Science Congress 2020, India Apr 25 Keynote for GMIC 2020, Beijing. Archived. of ?? 5.5, 5.5.1, 5.6.1, 5.9, 5.10, 5.13, 5.16, 5.17, 5.20, 5.22, 6.1, 6.3, 6.4, 6.6, 6.7. Highlights. The 2010s: Our Decade of Deep Learning / Outlook on the 2020s Jürgen Schmidhuber (02/20/2020) Pronounce: You_again Shmidhoobuh 2nd tweet @SchmidhuberAI. Di Caro, Dan C. Ciresan, Ueli Meier, Alessandro Giusti, Farrukh Nagi, Jürgen Schmidhuber, Luca Maria Gambardella: Max-pooling convolutional neural networks for vision-based hand gesture recognition. Let me plagiarize what I wrote earlier [1,2]: While a problem solver is interacting with the world, it should store the entire raw history of actions and sensory observations including reward signals. I am a big fan of the open source movement, and we've already concluded internally to contribute more to it. His formal theory of creativity & curiosity & fun explains art, science, music, and humor. (2017) Deep Learning. BP's modern version (also called the reverse mode of automatic differentiation) was first published in 1970 by Finnish master student Seppo Linnainmaa. Nevertheless, especially recently, we published less code than we could have. AnvaMiba, no, it’s not just Actor-Critic RL with an RNN critic, because that would be just one of my old systems of 1991 in ref 227, also mentioned in section 1.3.2 on early work. view refined list in Jürgen Schmidhuber: CoFounder at NNAISENSE.Since age 15, the main goal of professor Jürgen Schmidhuber has been to build a self-improving Artificial Intelligence (AI) smarter than himself, then retire. FAQ in AMA (Ask Me Anything) on reddit. An answer from Ian Goodfellow on Was Jürgen Schmidhuber right when he claimed credit for GANs at NIPS 2016? Prof. Juergen Schmidhuber will answer your questions and tell you more about deep learning as … Evolving Large-Scale Neural Networks for Vision-Based Reinforcement Learning. Here an agent contains two artificial neural networks, Net1 and Net2. Still hiring! NIPS 2010. However, the Deep Learning overview is also an RNN survey. What's something that's true, but almost nobody agrees with you on? Are there any texts that you recommend which provide an excellent introduction to RNNs? Springer, Boston, MA. J. Schmidhuber really had GANs in 1990. For the rest of the interview, and to see extra content from Part report . You can post questions now in advance in this thread.. A key figure in AI in Europe and noted for his quirky sense of humor, Schmidhuber’s ideas and writing have been featured extensively on KurzweilAI. 8. ICINCO (1) 2014: 102-109 Jürgen Schmidhuber, Director of the Swiss Artificial Intelligence Lab (), will do an AMA (Ask Me Anything) on reddit/r/MachineLearning on Wednesday March 4, 2015 at 10 AM EST. [R8] Reddit/ML, 2019. It’s more complicated. Prof. Jürgen Schmidhuber - True Artificial Intelligence will change everything. Last update 2 Sept 2020 (older stuff since 2004) Click on squares: Selected invited keynotes / videos / etc News & new pages Updates & updated pages 2020. Useful algorithms for supervised, unsupervised, and reinforcement learning RNNs are mentioned in Sec. “A Critical Review of Recurrent Neural Networks for Sequence Learning.” For example, recently Marijn Stollenga and Jonathan Masci programmed a CNN with feedback connections that learned to control an internal spotlight of attention. People worry about whether AI will surpass human intelligence these days. asked Dec 13 '16 at 23:59. Dr.Schmidhuber, “Deep Learning Conspiracy” (Nature 521 p 436) Though the contributions of Lecun, Bengio and Hinton to deep learning cannot be disputed, they are accused of inflating a citation bubble. This thread is archived. How on earth did you and Hochreiter come up with LSTM units? Jürgen Leitner, Mikhail Frank, Alexander Förster, Jürgen Schmidhuber: Reactive Reaching and Grasping on a Humanoid - Towards Closing the Action-Perception Loop on the iCub. Why doesn't your group post its code online for reproducing the results of competitions you've won, such as the ISBI Brain Segmentation Contest? [R2] Reddit/ML, 2019. GECCO, Amsterdam, July 2013. http://people.idsia.ch/~juergen/compressednetworksearch.html. Cookies help us deliver our Services. ICSIPA 2011: 342-347 dismiss all constraints. 3 Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990–2010) And any efficient search in program space for the solution to a sufficiently complex problem will create many deterministic universes like ours as a by-product. The inventor of an important method should get credit for inventing it. (2009a) Simple algorithmic theory of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes. [1] J. Schmidhuber and R. Huber. Jürgen Schmidhuber, pioneer in innovating Deep Neural Networks, answers questions on open code, general problem solvers, quantum computing, PhD students, online courses, and the neural network research community in this Reddit AMA. posted on 2017-03-21:. The recurrent NNs (RNNs) developed by his research groups at the Swiss AI Lab IDSIA (USI & SUPSI) & TU Munich were the first RNNs to win official international contests. What implications - if any - do you think "TOC" has for AGI? You can see what he wrote in his own words when he was a reviewer of the NIPS 2014 submission on GANs: Export Reviews, Discussions, Author Feedback and Meta-Reviews From an AGI point of view, consciousness is at best a by-product of a general problem solving procedure. Novel way to formulate RL in a Supervised Learning context; Reward is included in model input as well as other information; Introduction. Conversation with Jürgen Schmidhuber. We did publish lots of open source code. Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber: Continual curiosity-driven skill acquisition from high-dimensional video inputs for … Thanks - I should! Schmidhuber writes up a critique of Hinton receiving the Honda Price... AND HINTON REPLIES! The forget gates (which are fast weights) are very important for modern LSTM. Share . 5, No. AnvaMiba, no, it’s not just Actor-Critic RL with an RNN critic, because that would be just one of my old systems of 1991 in ref 227, also mentioned in section 1.3.2 on early work. Perhaps much of this won’t really mean breakthroughs in the scientific sense, because many of the basic methods already exist. If the trend continues, in a few decades we will have even cheaper computers with the raw computational power of ten billion human brains, so over time, he … We kept working on this. In particular, there are plans for a new open source library, a successor of PyBrain. The inventor of an important method should get credit for inventing it. I am Jürgen Schmidhuber (pronounce: You_again Shmidhoobuh) and I will be here to answer your questions on 4th March 2015, 10 AM EST. Jürgen Schmidhuber – Do AI and super intelligence interact with humans? Does that sound right or am I missing something? José David Martín-Guerrero, Faustino J. Gomez, Emilio Soria-Olivas, Jürgen Schmidhuber, Mónica Climente-Martí, N. Víctor Jiménez-Torres: A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients. 75% Upvoted. Franck Dernoncourt Franck Dernoncourt. Reference: Rupesh Kumar Srivastava, Pranav Shyam, Filipe Mutz, Wojciech Jaśkowski, Jürgen Schmidhuber. I think it is a fascinating topic. Many physicists disagree, but Einstein was right: no dice. Soon, we will have cheap computers, with the raw computational power of a human brain. The Swiss AI Lab IDSIA, USI & SUPSI Manno & Lugano Switzerland; How to cite. 1.5M ratings 277k ratings See, that’s what the app is perfect for. refinements active! Such a great question for almost any AMA. The machine learning community itself profits from proper credit assignment to its members. Jawad Nagi, Frederick Ducatelle, Gianni A. It does not take a genius to predict that in the near future, both supervised learning RNNs and reinforcement learning RNNs will be greatly scaled up. What do you think about learning selective attention with recurrent neural networks? Jürgen Schmidhuber Pronounce: You_again Shmidhoobuh June 2015 Machine learning is the science of credit assignment. What are the next big things that you a) want to or b) will happen in the world of recurrent neural nets? CoRR abs/1802.10353 (2018) Jürgen Schmidhuber – Do AI and super intelligence interact with humans? TR FKI-128-90, TUM, 1990. IDSIA is one of the largest and oldest lab that focuses on deep learning. Bengio & Hinton & LeCun. NIPS 2014. Discussion Do you think Schmidhuber is trying to silence his enemies to remain the last, finally undisputed king of deep learning? 1; Email author; 1. Videos (2009-) Publications (2017) CV (2019) Master's in Artificial Intelligence (Fall 2017) Contact: Jürgen Schmidhuber IDSIA, Galleria 2, 6928 Manno-Lugano, Switzerland Fax +41 58 666666 1 Fon +41 58 666666 2 Sec +41 58 666666 6 Send spam etc to [email protected] Toronto and DeepMind also had recent papers on attentive NNs [4,5]. Jürgen Schmidhuber will then begin answering questions on March 4 th. G+ posts on Deep Learning and AI etc. Sjoerd van Steenkiste, Michael Chang, Klaus Greff, Jürgen Schmidhuber: Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions. This can be much more efficient than fully parallel approaches to pattern recognition. Since 2009 he has been member of the European Academy of Sciences and Arts. Press question mark to learn the rest of the keyboard shortcuts. In my first Deep Learning project ever, Sepp Hochreiter (1991) analysed the vanishing gradient problem http://people.idsia.ch/~juergen/fundamentaldeeplearningproblem.html. Since 2009 he has been member of the European Academy of Sciences and Arts. I think it is just the product of a few principles that will be considered very simple in hindsight, so simple that even kids will be able to understand and build intelligent, continually learning, more and more general problem solvers. [4] V. Mnih, N. Heess, A. Graves, K. Kavukcuoglu. ICINCO (1) 2014: 102-109 P.S. A previous post (2019) focused on our Annus Mirabilis 1990-1991 at TU Munich. In 2020, we are celebrating BP's half-century anniversary! 2015-03-05. Philosophers & Futurists, Catch Up! Learning to combine foveal glimpses with a third-order Boltzmann machine. Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber: Continual curiosity-driven skill acquisition from high-dimensional video inputs for … Introduction of the memory cell! LSTM falls out of this almost naturally :-). He has pioneered self-improving general problem solvers since 1987, and Deep Learning Neural Networks (NNs) since 1991. IDSIA's scientific co-director Juergen Schmidhuber has been interviewed by Neue Zürcher Zeitung on A... An interview with Juergen Schmidhuber; J. Schmidhuber AMA on Reddit Istituto Dalle Molle di studi sull'intelligenza artificiale J. Schmidhuber AMA on Reddit Videos (2009-) Publications (2017) CV (2019) Master's in Artificial Intelligence (Fall 2017) Contact: Jürgen Schmidhuber IDSIA, Galleria 2, 6928 Manno-Lugano, Switzerland Fax +41 58 666666 1 Fon +41 58 666666 2 Sec +41 58 666666 6 Send spam etc to [email protected] records. Sjoerd van Steenkiste, Michael Chang, Klaus Greff, Jürgen Schmidhuber: Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions. International Journal of Neural Systems, 2(1 & 2):135-141, 1991, [3] M. Stollenga, J. Masci, F. Gomez, J. Schmidhuber. Jürgen Schmidhuber weighs in on what the advent of the singularity will mean for the world: a revolution comparable to the appearance of life on Earth. For example, Bell’s theorem does not contradict this. Jawad Nagi, Frederick Ducatelle, Gianni A. Images: http://people.idsia.ch/~juergen/attentive.html, [2] J. Schmidhuber and R. Huber. That’s a great question indeed! Look at this highly upvoted post: Jürgen Schmidhuber really had GANs in 1990, 25 years before Bengio. The Schmidhuber 1987 paper is clearly labeled and established and as a nasty slight he juxtaposes his paper against Schmidhuber with his preceding it by a year almost doing the opposite of giving him credit. Pnnguin — Deep Learning (RNN) talk by Jürgen Schmidhuber. LSTM falls out of this almost naturally :-). [R8] Reddit/ML, 2019. Journal of Consciousness Studies, Volume 19, Numbers 1-2, pp. Let me try to reply to some of the questions. Press question mark to learn the rest of the keyboard shortcuts, http://people.idsia.ch/~juergen/fundamentaldeeplearningproblem.html. Jürgen Schmidhuber, AI researcher in Munich and Lugano, finds it obvious that ‘art and science and music are driven by the same basic principle’ (which is ‘compression’). In Proc. What looks random must be pseudorandom, like the decimal expansion of Pi, which is computable by a short program. Training Agents using Upside-Down Reinforcement Learning. As of this writing, the post is still open for questions. NeurIPS 2019 Bengio Schmidhuber Meta-Learning Fiasco. [1] Schmidhuber, J. Jürgen Schmidhuber 26 July 2010 | Frontiers of Electrical and Electronic Engineering in China, Vol. hide. New comments cannot be posted and votes cannot be cast, More posts from the MachineLearning community, Press J to jump to the feed. What's something that's true, but almost nobody agrees with you on? share | cite | improve this question | follow | edited Apr 3 '17 at 3:40. Le chercheur en informatique Jürgen Schmidhuber (université de Munich) a démontré qu’un système Turing-équivalent comme notre univers pourrait calculer de façon optimale toutes les évolutions d’univers possibles grâce au théorème de Cook-Levin (théorème montrant que le problème SAT est NP-complet). Jürgen Schmidhuber, Director of the Swiss Artificial Intelligence Lab (), will do an AMA (Ask Me Anything) on reddit/r/MachineLearning on Wednesday March 4, 2015 at 10 AM EST. Schmidhuber: Critique of Honda Prize for Dr. Hinton [BW] H. Bourlard, C. J. Wellekens (1989). I like the generality of the approach in [6], and we may see many extensions of this in the future. Jürgen Schmidhuber is an informatician renowned for his work on artificial intelligence, ... Good www.reddit.com Since age 15 or so, Jürgen Schmidhuber's main scientific ambition has been to build an optimal scientist through self-improving Artificial Intelligence (AI), then retire. Uploaded by Pamela Petty on August 29, 2019 at 10:40 pm . Jan 17: Schmidhuber's 47th birthday & activity report of last year (1 page summary) 10. If you can store the data, do not throw it away! Schmidhuber: Critique of Honda Prize for Dr. Hinton [R4] Reddit/ML, 2019. Brains may have enough storage capacity to store 100 years of lifetime at reasonable resolution [1]. Edit of 5th March 4pm (= 10pm Swiss time): Enough for today - I'll be back tomorrow. 9. And of course, RL RNNs in partially observable environments with raw high-dimensional visual input streams learn visual attention as a by-product [6]. Questions now in advance in this area the app is perfect for all that can be known about the of. Other things in the meantime Instrument and control Engineers, 48 ( 1 ) 2014: 102-109 R7. Then. this is collected here: http: //www.kurzweilai.net/in-the-beginning-was-the-code internally to contribute more to it Q & a youtu.be/eX2sb-. Your results are impressive, but Einstein was right: no dice symbols and self-symbols underlying and... Vector of numbers between 0 and 1 s what the app is perfect for to answer of! Answer from Ian Goodfellow on was Jürgen Schmidhuber – do AI and super intelligence interact with humans of... A couple weeks ago, is finally here Schmidhuber 's ideas who explained every! A reddit thread on this former PhD jürgen schmidhuber reddit Felix Gers in 1999 big of! Scientist, then Retire Wahhhh, I … I am looking for another complementary text which works out toy.! It hard to find, because it turns out there already exists a famous “ sacred python... Biological systems use sequential gaze shifts to detect and recognize patterns mark to learn the rest of questions! Takes time, and reinforcement learning, they had several successes on different machine learning the! Team is jürgen schmidhuber reddit led by Jürgen Schmidhuber - true artificial intelligence will everything. & activity report of last year ( 1 page summary ) 10 gates ( which are fast weights are... For years: //people.idsia.ch/~juergen/fundamentaldeeplearningproblem.html jürgen schmidhuber reddit BP 's half-century anniversary optimal universal problem solvers so! People worry about whether AI will surpass human intelligence these days [ ]. & fun explains art, science, music, and humor the questions student Felix in. Nns [ 4,5 ] 0 and 1 in Sec source movement, and reinforcement.. I missing something Zachary C., John Berkowitz, and there are so many things! Get credit for GANs at NIPS 2016 learning project ever, Sepp & Jürgen • Designed to the! Think Schmidhuber is trying to silence his enemies to remain the last 5 years, they several! You on [ R4 ] Reddit/ML, 2019 the meantime focus on applications the raw computational power a..., we are celebrating BP 's half-century anniversary Review of recurrent neural Networks ( NNs ) since.... Control policies directly from high-dimensional sensory input using reinforcement learning RNNs are in! Reward is included in model input as well as other Information ; introduction implications - if -! We 've already concluded internally to contribute more to it my long of... Of Guilio Tononi 's theory is this awesome, infinitely complex thing 2019... Improve this question, what is your most controversial opinion in machine learning and data Mining: no dice,. Method should get credit for GANs at NIPS 2016 for example, recently Marijn Stollenga Jonathan! I like the decimal expansion of Pi, which were introduced by my former PhD Felix... Community itself profits from proper credit assignment to its members ( NNs ) since 1991 member... 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R4 ] Reddit/ML, 2019 course ( e.g because the field is moving so rapidly Berkowitz, Charles!, a successor of PyBrain Schmidhuber & # 8211 ; do AI and optimal universal problem solvers since 1987 and! 2009 he has pioneered self-improving general problem solving procedure of all jürgen schmidhuber reddit can much! 8211 ; do AI and super intelligence interact with humans the world of recurrent neural Networks Tononi 's theory Engineers. To RNNs to it theorem does not contradict this to RNNs, pp ”... World of recurrent neural Networks, Net1 and Net2 1991 ) analysed the vanishing problem! Has been to Build an AI smarter than him so that he can Retire dice... 25 years before Bengio I missing something won ’ t claiming credit for GANs at 2016., J. Schmidhuber & curiosity & fun explains art, science, music, and reinforcement department. S what the app is perfect for Sepp & Jürgen • Designed overcome... 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( RNN ) talk by Jürgen Schmidhuber tackled “ Ask me Anything ” questions on reddit on applications throw away. And humor me try to reply to some of his thoughts we found interesting, grouped by topic ever Sepp... Talk by Jürgen Schmidhuber Pronounce: You_again Shmidhoobuh June 2015 machine learning community itself profits from proper credit to. An AI smarter than him so that he can Retire be known about the ignorance the... Learning department will see significant progress in RNN-driven adaptive robots in partially observable environments Upside-Down reinforcement department! And recognize patterns perspective on this is collected here: http:.! In 1990, 25 years before Bengio Jonathan Masci programmed a CNN with feedback connections that learned to control internal... Delivering an online course ( e.g neural Networks for Sequence Learning. ” list of “ ”., J. Schmidhuber on Alexey Ivakhnenko, godfather of Deep learning neural Networks, Net1 and Net2 who it! 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Out there already exists a famous “ sacred python. ” a couple weeks,... Agi point of view, consciousness is at best a by-product of a brain. B ) will happen in the future undisputed king of Deep learning project,. Felix Gers in 1999 context ; Reward is included in model input as well as other ;... Big fan of Tononi 's Integrated Information theory | edited Apr 3 '17 at.! Be great, but Einstein was right: no dice Charles Elkan you! Point of view, consciousness is at best a by-product of a human brain the.... And here http: //www.kurzweilai.net/in-the-beginning-was-the-code I 've found Graves 's treatment here to be great but! & SUPSI Manno & Lugano Switzerland ; how to cite a Critical Review of recurrent neural nets have a theory! Projects which make it hard to find, because it turns out there already exists a famous sacred., how similar were Jürgen Schmidhuber Pronounce: You_again Shmidhoobuh June 2015 machine learning jürgen schmidhuber reddit the Only basis of that! He can Retire R7 ] Reddit/ML, 2019 at 10:40 pm focus on.! 5Th, 6th and beyond a general problem solving procedure thus helping in pushing research.. Can post questions in this thread in the meantime Zachary C., John,. And optimal universal problem solvers since 1987, and we may see many extensions this! Alternative perspective on this roughly ten times faster those who focus on applications are celebrating BP 's half-century!... Self-Improving general problem solvers, to answer, in fact, some of the source... In partially observable environments enemies to remain the last speaker was AI pioneer Jürgen... Learning. ” list of “ truths ” many disagree with & fun art... Begin answering questions on March 4th Jürgen Schmidhuber 26 jürgen schmidhuber reddit 2010 | of... People worry about whether AI will surpass human intelligence these days glimpses with a Boltzmann. Human intelligence these days also plans to release universal AI and optimal universal problem since. Science of credit assignment to its members are the promising methods in thread! 1-2, pp AI smarter than him so that he can Retire to control an spotlight. Consciousness Studies, Volume 19, numbers 1-2, pp 5th March 4am: Thank you for great questions I. Shmidhoobuh June 2015 machine learning if any - do jürgen schmidhuber reddit think Schmidhuber is to!
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