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#	Item
11	Deep Reinforcement Learning with Double Q-learning Hado van Hasselt and Arthur Guez and David Silver arXiv:1509.06461v3 [cs.LG] 8 DecGoogle DeepMind Add to Reading List Source URL: arxiv.org - Date: 2015-12-09 21:35:51
12	Recurrent Models of Visual Attention Volodymyr Mnih Nicolas Heess Alex Graves Google DeepMind Add to Reading List Source URL: papers.nips.cc - Date: 2014-12-02 19:01:11
13	Generalization and Exploration via Randomized Value Functions Ian Osband1,2 Benjamin Van Roy1 Zheng Wen1,3 1 Stanford University, 2 Google Deepmind, 3 Adobe Research Add to Reading List Source URL: jmlr.org - Date: 2016-10-08 19:36:39
14	DeepMind Health Independent Reviewers Pledge Thank you for agreeing to be an Independent Reviewer (IR) for DeepMind Health. We are excited that you will join a group of your expert peer Add to Reading List Source URL: storage.googleapis.com - Date: 2016-06-08 09:41:04
15	Increasing the Action Gap: New Operators for Reinforcement Learning Marc G. Bellemare and Georg Ostrovski and Arthur Guez Philip S. Thomas∗ and R´emi Munos Google DeepMind {bellemare,ostrovski,aguez,munos}@google.com; Add to Reading List Source URL: psthomas.com Language: English - Date: 2015-12-12 00:05:18 Mathematics Mathematical optimization Dynamic programming Mathematical analysis Equations Operations research Systems theory Stochastic control Bellman equation Markov decision process Q-learning Reinforcement learning
16	Safely Interruptible Agents Laurent Orseau Google DeepMind 5 New Street Square, London EC4A 3TW, UK Add to Reading List Source URL: intelligence.org Language: English - Date: 2016-06-07 14:56:40
17	Special Computer Go insert covering the AlphaGo v Fan Hui match Fan Hui is on the right, Toby Manning centre Photo courtesy of Google DeepMind Number 174 Add to Reading List Source URL: britgo.org Language: English - Date: 2016-01-28 04:56:04 Go software Computer Go Artificial intelligence Go game) Gaming Game artificial intelligence Go Machine learning AlphaGo KGS Go Server Fan Hui AlphaGo versus Lee Sedol
18	Safely Interruptible Agents Laurent Orseau Google DeepMind 5 New Street Square, London EC4A 3TW, UK Add to Reading List Source URL: www.fhi.ox.ac.uk Language: English - Date: 2016-06-08 06:53:31
19	Mastering the Game of Go with Deep Neural Networks and Tree Search David Silver1 , Aja Huang1 , Chris J. Maddison1 , Arthur Guez1 , Laurent Sifre1 , George van den Driessche1 , Julian Schrittwieser1 , Ioannis Antonoglo Add to Reading List Source URL: gogameguru.com Language: English - Date: 2016-03-04 05:06:20 Machine learning Computer Go Computational neuroscience Artificial intelligence Go software AlphaGo Convolutional neural network Monte Carlo tree search Reinforcement learning Artificial neural network Monte Carlo method Google DeepMind
20	General Video Game AI: Competition, Challenges and Opportunities Diego Perez-Liebana Spyridon Samothrakis Add to Reading List Source URL: dces.essex.ac.uk Language: English - Date: 2016-06-05 09:59:55 Game artificial intelligence Game theory General video game playing Artificial intelligence Game Description Language General game playing Game Pac-Man Video game Hyper-heuristic Procedural generation Google DeepMind

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