Juergen Schmidhuber

1. Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes
   2008/12/23 by Juergen Schmidhuber · 10 voices · 2 citations
   #cs.AI #cs.NE
2. On Learning to Think: Algorithmic Information Theory for Novel\n Combinations of Reinforcement Learning Controllers and Recurrent Neural World\n Models
   2015/11/30 by Juergen Schmidhuber, Schmidhuber, Juergen · 5 voices · 16 citations
   Computer Science · #Neural Networks and Applications #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning
3. A Computer Scientist's View of Life, the Universe, and Everything
   1999/04/13 by Juergen Schmidhuber · 4 voices · 3 citations
   Computer Science · Physics and Astronomy · #cs.CC #cs.CY #physics.comp-ph #physics.pop-ph #quant-ph
4. Algorithmic Theories of Everything
   2000/11/30 by Juergen Schmidhuber · 1 voice · 6 citations
   Computer Science · Mathematics · Physics and Astronomy · #cs.AI #cs.CC #cs.LG #hep-th #math-ph #math.MP #physics.comp-ph #quant-ph
5. Reinforcement Learning Upside Down: Don't Predict Rewards -- Just Map Them to Actions
   2019/12/05 by Juergen Schmidhuber, Schmidhuber, Juergen · 1 voice · 6 citations
   Computer Science · #Computability, Logic, AI Algorithms #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics #cs.AI #cs.LG
6. One Big Net For Everything
   2018/02/24 by Juergen Schmidhuber, Schmidhuber, Juergen · 2 voices · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Neural Networks and Applications #Reinforcement Learning in Robotics #cs.AI
7. Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments
   2011/03/29 by Yi Sun, Sun, Yi, Faustino Gomez +3 · 5 citations
   Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Computability, Logic, AI Algorithms
8. Deep Networks with Internal Selective Attention through Feedback\n Connections
   2014/07/11 by Marijn Stollenga, Jonathan Masci, Stollenga, Marijn +6 · 9 citations
   Computer Science · Engineering · Neuroscience · #68T45 #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
9. Testing Hypotheses by Regularized Maximum Mean Discrepancy
   2013/05/02 by Somayeh Danafar, Paola M. V. Rancoita, Danafar, Somayeh +7 · 1 citation
   Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Image and Signal Denoising Methods
10. Generative Adversarial Networks are Special Cases of Artificial Curiosity (1990) and also Closely Related to Predictability Minimization (1991)
    2019/06/11 by Juergen Schmidhuber · 2 voices
    #cs.NE #cs.LG
11. Goedel Machines: Self-Referential Universal Problem Solvers Making Provably Optimal Self-Improvements
    2003/09/25 by Juergen Schmidhuber · 1 voice
    Computer Science · #cs.LO #cs.AI
12. Annotated History of Modern AI and Deep Learning
    2022/12/21 by Juergen Schmidhuber, Schmidhuber, Juergen · 2 citations
    Computer Science · #Computational Physics and Python Applications