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1	Reachability Analysis of Deep Neural Networks with Provable Guarantees Wenjie Ruan1 , Xiaowei Huang2 , Marta Kwiatkowska1 Department of Computer Science, University of Oxford, UK 2 Department of Computer Science, Univers Add to Reading List Source URL: qav.comlab.ox.ac.uk Language: English - Date: 2018-05-14 04:41:41 Artificial neural networks Mathematics Computational neuroscience Applied mathematics Mathematical analysis Lipschitz continuity operator Continuous function Gradient descent Convolutional neural network Rectifier Deep learning
2	Thinking Fast and Slow with Deep Learning and Tree Search Thomas Anthony1, , Zheng Tian1 , and David Barber1,2 arXiv:1705.08439v4 [cs.AI] 3 Dec 2017 Add to Reading List Source URL: arxiv.org Language: English - Date: 2017-12-04 21:14:29 Artificial intelligence Applied mathematics Learning Machine learning Computational neuroscience Artificial neural networks Computational statistics Monte Carlo tree search Convolutional neural network Reinforcement learning Q-learning Structured prediction
3	Cooperative Multi-Agent Control Using Deep Reinforcement Learning Jayesh K. Gupta Maxim Egorov Add to Reading List Source URL: platformlab.stanford.edu Language: English - Date: 2017-11-03 18:51:37 Computational neuroscience Artificial intelligence Machine learning algorithms Neuroscience Applied mathematics Artificial neural networks Reinforcement learning Q-learning Convolutional neural network Distributed artificial intelligence Deep learning Intelligent agent
4	Deep Neural Networks Predict Category Typicality Ratings for Images Brenden M. Lake Wojciech Zaremba Rob Fergus Add to Reading List Source URL: cims.nyu.edu Language: English - Date: 2015-05-04 15:17:21 Computational neuroscience Artificial intelligence Applied mathematics Artificial neural networks Neuroscience Cybernetics Neural network software Neural networks Convolutional neural network AlexNet Deep learning ImageNet
5	1 Distributed Deep Learning Models for Wireless Signal Classification with Low-Cost Spectrum Sensors Add to Reading List Source URL: www.lenders.ch Language: English - Date: 2017-08-03 07:20:26 Artificial neural networks Computational neuroscience Applied mathematics Artificial intelligence Long short-term memory Cybernetics Frequency modulation Deep learning Convolutional neural network Speech recognition OFF
6	Proceedings of Machine Learning Research, 4th International Conference on Predictive Applications and APIs Flexible and Scalable Deep Learning with MMLSpark Mark Hamilton Sudarshan Add to Reading List Source URL: proceedings.mlr.press Language: English - Date: 2018-08-30 22:04:11
7	Deep Drone Racing: Learning Agile Flight in Dynamic Environments Elia Kaufmann1∗, Antonio Loquercio1∗, Ren´e Ranftl2 , Alexey Dosovitskiy2 , Vladlen Koltun2 , Davide Scaramuzza1 1 Robotics and Perception Group Depts Add to Reading List Source URL: rpg.ifi.uzh.ch Language: English - Date: 2018-10-09 07:32:05 Robotics Emerging technologies Technology Applied mathematics Computational neuroscience Artificial intelligence Cybernetics Trajectory optimization Unmanned aerial vehicle Quadcopter Artificial neural network Self-driving car
8	The Nuts and Bolts of Deep RL Research John Schulman December 9th, 2016 Outline Add to Reading List Source URL: rll.berkeley.edu Language: English - Date: 2016-12-09 10:01:25 Artificial intelligence Machine learning algorithms Statistical theory Probability and statistics Reinforcement learning Q-learning Partially observable Markov decision process Entropy OpenAI Cross entropy DQN
9	Auto-encoding Logic Programs Sebastijan Dumanˇci´c 1 Tias Guns 2 Wannes Meert 1 Hendrik Blockleel 1 1. Introduction Although deep learning (Goodfellow et al., 2016) has Add to Reading List Source URL: uclmr.github.io Language: English - Date: 2018-08-06 06:17:49 Software engineering Computer programming Computing Artificial neural network Computational neuroscience Market research Market segmentation Mathematical psychology Autoencoder Feature learning Logic programming Prolog
10	Distributed Computing Prof. R. Wattenhofer Advanced Topics in Deep Learning - Disentangled Representations Add to Reading List Source URL: www.tik.ee.ethz.ch Language: English - Date: 2018-08-02 04:11:20 Artificial neural networks Computational neuroscience Applied mathematics Artificial intelligence Cybernetics Computational statistics Autoencoder Unsupervised learning Deep learning Vae Convolutional neural network Machine learning

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