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1
How to train your robot with deep reinforcement learning: lessons we have learned
How to train your robot with deep reinforcement learning: lessons we have learned
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How to train your robot with deep reinforcement learning: lessons we have learned

The International journal of robotics research, 2021-04, Vol.40 (4-5), p.698-721 [Peer Reviewed Journal]

The Author(s) 2021 ;ISSN: 0278-3649 ;EISSN: 1741-3176 ;DOI: 10.1177/0278364920987859

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2
Human-level control through deep reinforcement learning
Human-level control through deep reinforcement learning
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Human-level control through deep reinforcement learning

Nature (London), 2015-02, Vol.518 (7540), p.529-533 [Peer Reviewed Journal]

COPYRIGHT 2015 Nature Publishing Group ;COPYRIGHT 2015 Nature Publishing Group ;Copyright Nature Publishing Group Feb 26, 2015 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/nature14236 ;PMID: 25719670 ;CODEN: NATUAS

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3
Mastering Atari, Go, chess and shogi by planning with a learned model
Mastering Atari, Go, chess and shogi by planning with a learned model
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Mastering Atari, Go, chess and shogi by planning with a learned model

Nature (London), 2020-12, Vol.588 (7839), p.604-609 [Peer Reviewed Journal]

COPYRIGHT 2020 Nature Publishing Group ;Copyright Nature Publishing Group Dec 24-Dec 31, 2020 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/s41586-020-03051-4 ;PMID: 33361790

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4
Grandmaster level in StarCraft II using multi-agent reinforcement learning
Grandmaster level in StarCraft II using multi-agent reinforcement learning
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Grandmaster level in StarCraft II using multi-agent reinforcement learning

Nature (London), 2019-11, Vol.575 (7782), p.350-354 [Peer Reviewed Journal]

COPYRIGHT 2019 Nature Publishing Group ;COPYRIGHT 2019 Nature Publishing Group ;Copyright Nature Publishing Group Nov 14, 2019 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/s41586-019-1724-z ;PMID: 31666705

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5
From Skills to Symbols: Learning Symbolic Representations for Abstract High-Level Planning
From Skills to Symbols: Learning Symbolic Representations for Abstract High-Level Planning
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From Skills to Symbols: Learning Symbolic Representations for Abstract High-Level Planning

The Journal of artificial intelligence research, 2018-01, Vol.61, p.215-289 [Peer Reviewed Journal]

2018. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://www.jair.org/index.php/jair/about ;ISSN: 1076-9757 ;EISSN: 1943-5037 ;DOI: 10.1613/jair.5575

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6
Outracing champion Gran Turismo drivers with deep reinforcement learning
Outracing champion Gran Turismo drivers with deep reinforcement learning
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Outracing champion Gran Turismo drivers with deep reinforcement learning

Nature (London), 2022-02, Vol.602 (7896), p.223-228 [Peer Reviewed Journal]

2022. The Author(s), under exclusive licence to Springer Nature Limited. ;Copyright Nature Publishing Group Feb 10, 2022 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/s41586-021-04357-7 ;PMID: 35140384

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7
Social behavior for autonomous vehicles
Social behavior for autonomous vehicles
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Social behavior for autonomous vehicles

Proceedings of the National Academy of Sciences - PNAS, 2019-12, Vol.116 (50), p.24972-24978 [Peer Reviewed Journal]

Copyright © 2019 the Author(s). Published by PNAS. ;Copyright National Academy of Sciences Dec 10, 2019 ;Copyright © 2019 the Author(s). Published by PNAS. 2019 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1820676116 ;PMID: 31757853

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8
Preventing problematic internet use during the COVID-19 pandemic: Consensus guidance
Preventing problematic internet use during the COVID-19 pandemic: Consensus guidance
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Preventing problematic internet use during the COVID-19 pandemic: Consensus guidance

Comprehensive psychiatry, 2020-07, Vol.100, p.152180-152180, Article 152180 [Peer Reviewed Journal]

2020 ;Copyright © 2020. Published by Elsevier Inc. ;Copyright Elsevier Limited Jul 2020 ;2020 The Authors. Published by Elsevier Inc. 2020 ;ISSN: 0010-440X ;EISSN: 1532-8384 ;DOI: 10.1016/j.comppsych.2020.152180 ;PMID: 32422427

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9
Building machines that learn and think like people
Building machines that learn and think like people
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Building machines that learn and think like people

The Behavioral and brain sciences, 2017, Vol.40, p.e253-e253, Article e253 [Peer Reviewed Journal]

Copyright © Cambridge University Press 2017 ;ISSN: 0140-525X ;EISSN: 1469-1825 ;DOI: 10.1017/S0140525X16001837 ;PMID: 27881212

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10
DEEP TROUBLE FOR DEEP LEARNING
DEEP TROUBLE FOR DEEP LEARNING
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DEEP TROUBLE FOR DEEP LEARNING

Nature (London), 2019-10, Vol.574 (7777), p.163-166 [Peer Reviewed Journal]

Copyright Nature Publishing Group Oct 10, 2019 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/d41586-019-03013-5

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11
Gamification in Apps and Technologies for Improving Mental Health and Well-Being: Systematic Review
Gamification in Apps and Technologies for Improving Mental Health and Well-Being: Systematic Review
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Gamification in Apps and Technologies for Improving Mental Health and Well-Being: Systematic Review

JMIR mental health, 2019-06, Vol.6 (6), p.e13717-e13717 [Peer Reviewed Journal]

Vanessa Wan Sze Cheng, Tracey Davenport, Daniel Johnson, Kellie Vella, Ian B Hickie. Originally published in JMIR Mental Health (http://mental.jmir.org), 26.06.2019. ;2019. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Vanessa Wan Sze Cheng, Tracey Davenport, Daniel Johnson, Kellie Vella, Ian B Hickie. Originally published in JMIR Mental Health (http://mental.jmir.org), 26.06.2019. 2019 ;ISSN: 2368-7959 ;EISSN: 2368-7959 ;DOI: 10.2196/13717 ;PMID: 31244479

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12
Challenging local realism with human choices
Challenging local realism with human choices
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Challenging local realism with human choices

Nature (London), 2018-05, Vol.557 (7704), p.212-216 [Peer Reviewed Journal]

COPYRIGHT 2018 Nature Publishing Group ;COPYRIGHT 2018 Nature Publishing Group ;Copyright Nature Publishing Group May 10, 2018 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0028-0836 ;ISSN: 1476-4687 ;EISSN: 1476-4687 ;DOI: 10.1038/s41586-018-0085-3 ;PMID: 29743691

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13
What is eSports and why do people watch it?
What is eSports and why do people watch it?
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What is eSports and why do people watch it?

Internet research, 2017-04, Vol.27 (2), p.211-232 [Peer Reviewed Journal]

Emerald Publishing Limited ;Emerald Publishing Limited 2017 ;ISSN: 1066-2243 ;EISSN: 2054-5657 ;DOI: 10.1108/IntR-04-2016-0085

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14
Pixel-Wise Crowd Understanding via Synthetic Data
Pixel-Wise Crowd Understanding via Synthetic Data
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Pixel-Wise Crowd Understanding via Synthetic Data

International journal of computer vision, 2021, Vol.129 (1), p.225-245 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2020 ;COPYRIGHT 2021 Springer ;Springer Science+Business Media, LLC, part of Springer Nature 2020. ;ISSN: 0920-5691 ;EISSN: 1573-1405 ;DOI: 10.1007/s11263-020-01365-4

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15
Serious Gaming and Gamification Education in Health Professions: Systematic Review
Serious Gaming and Gamification Education in Health Professions: Systematic Review
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Serious Gaming and Gamification Education in Health Professions: Systematic Review

Journal of medical Internet research, 2019-03, Vol.21 (3), p.e12994-e12994 [Peer Reviewed Journal]

Sarah Victoria Gentry, Andrea Gauthier, Beatrice L’Estrade Ehrstrom, David Wortley, Anneliese Lilienthal, Lorainne Tudor Car, Shoko Dauwels-Okutsu, Charoula K Nikolaou, Nabil Zary, James Campbell, Josip Car. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 28.03.2019. ;COPYRIGHT 2019 Journal of Medical Internet Research ;2019. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Sarah Victoria Gentry, Andrea Gauthier, Beatrice L’Estrade Ehrstrom, David Wortley, Anneliese Lilienthal, Lorainne Tudor Car, Shoko Dauwels-Okutsu, Charoula K Nikolaou, Nabil Zary, James Campbell, Josip Car. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 28.03.2019. 2019 ;ISSN: 1438-8871 ;ISSN: 1439-4456 ;EISSN: 1438-8871 ;DOI: 10.2196/12994 ;PMID: 30920375

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16
Multiagent cooperation and competition with deep reinforcement learning
Multiagent cooperation and competition with deep reinforcement learning
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Multiagent cooperation and competition with deep reinforcement learning

PloS one, 2017-04, Vol.12 (4), p.e0172395-e0172395 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Tampuu et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2017 Tampuu et al 2017 Tampuu et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0172395 ;PMID: 28380078

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17
Enhancing Attentional Control: Lessons from Action Video Games
Enhancing Attentional Control: Lessons from Action Video Games
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Enhancing Attentional Control: Lessons from Action Video Games

Neuron (Cambridge, Mass.), 2019-10, Vol.104 (1), p.147-163 [Peer Reviewed Journal]

2019 Elsevier Inc. ;Copyright © 2019 Elsevier Inc. All rights reserved. ;2019. Elsevier Inc. ;ISSN: 0896-6273 ;EISSN: 1097-4199 ;DOI: 10.1016/j.neuron.2019.09.031 ;PMID: 31600511

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18
Deep learning is combined with massive-scale citizen science to improve large-scale image classification
Deep learning is combined with massive-scale citizen science to improve large-scale image classification
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Deep learning is combined with massive-scale citizen science to improve large-scale image classification

Nature biotechnology, 2018-10, Vol.36 (9), p.820-828 [Peer Reviewed Journal]

COPYRIGHT 2018 Nature Publishing Group ;COPYRIGHT 2018 Nature Publishing Group ;Copyright Nature Publishing Group Sep 2018 ;Copyright Nature Publishing Group Oct 2018 ;ISSN: 1087-0156 ;ISSN: 1546-1696 ;EISSN: 1546-1696 ;DOI: 10.1038/nbt.4225 ;PMID: 30125267

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19
The influence of physical activity, sedentary behavior on health-related quality of life among the general population of children and adolescents: A systematic review
The influence of physical activity, sedentary behavior on health-related quality of life among the general population of children and adolescents: A systematic review
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The influence of physical activity, sedentary behavior on health-related quality of life among the general population of children and adolescents: A systematic review

PloS one, 2017-11, Vol.12 (11), p.e0187668-e0187668 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Wu et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2017 Wu et al 2017 Wu et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0187668 ;PMID: 29121640

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20
Hierarchical motor control in mammals and machines
Hierarchical motor control in mammals and machines
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Hierarchical motor control in mammals and machines

Nature communications, 2019-12, Vol.10 (1), p.5489-12, Article 5489 [Peer Reviewed Journal]

2019. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2019 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-019-13239-6 ;PMID: 31792198

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