IEEE Robotics & Automation Magazine - September 2017 - 122

[104] A. J. Ijspeert, J. Nakanishi, H. Hoffmann, P. Pastor, and S. Schaal,
"Dynamical movement primitives: Learning attractor models for
motor behaviors," Neural Comput., vol. 25, no. 2, pp. 328-373, 2013.
[105] D. Fox, P. Abbeel, G. Sukhatme, and H. I. Christensen, "Roadmap
for service robotics," in A Roadmap for U.S. Robotics-From Internet to
Robotics. Robotics-VO, 2013, pp. 63-87.
[106] N. Mavridis, "A review of verbal and non-verbal human-robot
interactive communication," Robot. Auton. Syst., vol. 63, pp. 22-35, 2015.
[107] D. K. Misra, J. Sung, K. Lee, and A. Saxena, "Tell me Dave: Context-sensitive grounding of natural language to manipulation instructions," Int. J. Robot. Res., vol. 35, no. 1-3, pp. 281-300, 2016.
[108] J. Fasola and M. J. Mataric, "Interpreting instruction sequences in
spatial language discourse with pragmatics towards natural humanrobot interaction," in Proc. IEEE Int. Conf. Robotics Automation, 2014,
pp. 2720-2727.
[109] N. H. Kirk, D. Nyga, and M. Beetz, "Controlled natural languages
for language generation in artificial cognition," in Proc. IEEE Int. Conf.
Robotics Automation, 2014, pp. 6667-6672.
[110] S. Tellex, R. Knepper, A. Li, D. Rus, and N. Roy, "Asking for
help using inverse semantics," in Proc. Robotics: Science and Systems, 2014.
[111] K. S. R. Dubba, M. R. Oliveira, G. H. Lim, H. Kasaei, L. Seabra
Lopes, A. Tomé, and A. G. Cohn, "Grounding language in perception
for scene conceptualization in autonomous robots," in Proc. AAAI
Spring Symp.: Qualitative Representations for Robots, 2014, pp. 26-33.
[112] G. Randelli, T. M. Bonanni, L. Iocchi, and D. Nardi, "Knowledge
acquisition through human-robot multimodal interaction," Intell.
Serv. Robot., vol. 6, no. 1, pp. 19-31, 2013.
[113] R. Alami, A. Clodic, R. Chatila, and S. Lemaignan, "Reasoning
about humans and its use in a cognitive control architecture for a collaborative robot," in Proc. HRI Workshop on Cognitive Architectures for
Human-Robot Interaction, 2014.
[114] G. Milliez, M. Warnier, A. Clodic, and R. Alami, "A framework
for endowing an interactive robot with reasoning capabilities about
perspective taking and belief management," in Proc. IEEE Int. Symp.
Robot and Human Interactive Communication, 2014, pp. 1103-1109.
[115] R. Lallement, L. de Silva, and R. Alami, "HATP: An HTN planner
for robotics," in Proc. ICAPS Workshop on Planning and Robotics
(PlanRob), 2014, pp. 20-27.
[116] H. Koppula, A. Jain, and A. Saxena, "Anticipatory planning for
human-robot teams," in Proc. Int. Symp. Experimental Robotics, 2014,
pp. 453-470.
[117] F. Flacco and A. De Luca, "Safe physical human-robot collaboration," in Proc. IEEE/RSJ Int. Conf. Intelligent Robots and Systems,
2013, p. 2072.
[118] T. S. Tadele, T. J. A. de Vries, and S. Stramigioli, "The safety of
domestic robotics: A survey of various safety-related publications,"
IEEE Robot. Autom. Mag., vol. 21, no. 3, pp. 134-142, 2014.
[119] G. Maeda, M. Ewerton, R. Lioutikov, H. Ben Amor, J. Peters, and
G. Neumann, "Learning interaction for collaborative tasks with probabilistic movement primitives," in Proc. IEEE-RAS Int. Conf. Humanoid
Robots, 2014, pp. 527-534.
[120] M. Ewerton, G. Neumann, R. Lioutikov, H. Ben Amor, J. Peters,
and G. Maeda, "Learning multiple collaborative tasks with a mixture
of interaction primitives," in Proc. IEEE Int. Conf. Robotics Automation, 2015, pp. 1535-1542.

122

*

IEEE ROBOTICS & AUTOMATION MAGAZINE

*

SEPTEMBER 2017

[121] L. Peternel, T. Petrič, E. Oztop, and J. Babič, "Teaching robots to
cooperate with humans in dynamic manipulation tasks based on
multi-modal human-in-the-loop approach," Auton. Robots, vol. 36, no. 1,
pp. 123-136, 2014.
[122] B. Hayes and B. Scassellati, "Improving implicit communication
in mixed human-robot teams with social force detection," in Proc.
IEEE Joint Int. Conf. Development and Learning and Epigenetic Robotics, 2013, pp. 1-7.
[123] N. J. Nilsson, "Shakey the robot," AI Center, SRI International,
Menlo Park, CA, Tech. Rep. 323, 1984.
[124] P. Iñigo-Blasco, F. Diaz del Rio, M. C. Romero-Ternero, D. Cagigas-Muñiz, S. Vicente Diaz, "Robotics software frameworks for multiagent robotic systems development," Robot. Auton. Syst., vol. 60, no. 6,
pp. 803-821, 2012.
[125] M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs,
R. Wheeler, and A. Y. Ng, "ROS: An open-source robot operating system," in Proc. ICRA Workshop Open Source Software, 2009.
[126] B. Kehoe, S. Patil, P. Abbeel, and K. Goldberg, "A survey of
research on cloud robotics and automation," IEEE Trans. Autom. Sci.
Eng., vol. 12, no. 2, pp. 398-409, 2015.
[127] K. R. Ridderinkhof, "Neurocognitive mechanisms of perceptionaction coordination: A review and theoretical integration," Neurosci.
Biobehav. Rev., vol. 46, pp. 3-29, 2014.
[128] J. J. Gibson, The Ecological Approach to Visual Perception.
Boston, MA: Houghton Mifflin, 1979.
[129] N. Krüger, C. Geib, J. Piater, R. Petrick, M. Steedman, F. Wörgötter,
A. Ude, T. Asfour, D. Kraft, D. Omrčen, A. Agostini, and R. Dillmann,
"Object-action complexes: Grounded abstractions of sensory-motor
processes," Robot. Auton. Syst., vol. 59, no. 10, pp. 740-757, 2011.
[130] J. K. O'Regan and A. Noë, "A sensorimotor account of vision and
visual consciousness," Behav. Brain Sci., vol. 24, pp. 939-973, 2001.
[131] S. Levine, C. Finn, T. Darrell, and P. Abbeel, "End-to-end training
of deep visuomotor policies," J. Mach. Learn. Res., vol. 17, no. 39, pp.
1-40, 2016.
[132] A. Maye and A. K. Engel, "Extending sensorimotor contingency
theory: Prediction, planning, and action generation," Adapt. Behav.,
vol. 21, no. 6, pp. 423-436, 2013.
[133] S. Wachsmuth, D. Holz, M. Rudinac, and J. Ruiz-del-Solar,
"RoboCup@Home - Benchmarking domestic service robots," in Proc.
AAAI Conf. Artificial Intelligence, 2015, pp. 4328-4329.
[134] P. R. Wurman and J. M. Romano, "The Amazon Picking Challenge 2015 [Competitions]," IEEE Robot. Autom. Mag., vol. 22, no. 3, pp.
10-12, 2015.

Mustafa Ersen, Artificial Intelligence and Robotics Laboratory,
Department of Computer Engineering, Istanbul Technical
University, Turkey. E-mail: ersenm@itu.edu.tr.
Erhan Oztop, Robotics Laboratory, Department of Computer
Science, Ozyegin University, Turkey. E-mail: erhan.oztop@
ozyegin.edu.tr.
Sanem Sariel, Artificial Intelligence and Robotics Laboratory,
Department of Computer Engineering, Istanbul Technical
University, Turkey. E-mail: sariel@itu.edu.tr.



Table of Contents for the Digital Edition of IEEE Robotics & Automation Magazine - September 2017

IEEE Robotics & Automation Magazine - September 2017 - Cover1
IEEE Robotics & Automation Magazine - September 2017 - Cover2
IEEE Robotics & Automation Magazine - September 2017 - 1
IEEE Robotics & Automation Magazine - September 2017 - 2
IEEE Robotics & Automation Magazine - September 2017 - 3
IEEE Robotics & Automation Magazine - September 2017 - 4
IEEE Robotics & Automation Magazine - September 2017 - 5
IEEE Robotics & Automation Magazine - September 2017 - 6
IEEE Robotics & Automation Magazine - September 2017 - 7
IEEE Robotics & Automation Magazine - September 2017 - 8
IEEE Robotics & Automation Magazine - September 2017 - 9
IEEE Robotics & Automation Magazine - September 2017 - 10
IEEE Robotics & Automation Magazine - September 2017 - 11
IEEE Robotics & Automation Magazine - September 2017 - 12
IEEE Robotics & Automation Magazine - September 2017 - 13
IEEE Robotics & Automation Magazine - September 2017 - 14
IEEE Robotics & Automation Magazine - September 2017 - 15
IEEE Robotics & Automation Magazine - September 2017 - 16
IEEE Robotics & Automation Magazine - September 2017 - 17
IEEE Robotics & Automation Magazine - September 2017 - 18
IEEE Robotics & Automation Magazine - September 2017 - 19
IEEE Robotics & Automation Magazine - September 2017 - 20
IEEE Robotics & Automation Magazine - September 2017 - 21
IEEE Robotics & Automation Magazine - September 2017 - 22
IEEE Robotics & Automation Magazine - September 2017 - 23
IEEE Robotics & Automation Magazine - September 2017 - 24
IEEE Robotics & Automation Magazine - September 2017 - 25
IEEE Robotics & Automation Magazine - September 2017 - 26
IEEE Robotics & Automation Magazine - September 2017 - 27
IEEE Robotics & Automation Magazine - September 2017 - 28
IEEE Robotics & Automation Magazine - September 2017 - 29
IEEE Robotics & Automation Magazine - September 2017 - 30
IEEE Robotics & Automation Magazine - September 2017 - 31
IEEE Robotics & Automation Magazine - September 2017 - 32
IEEE Robotics & Automation Magazine - September 2017 - 33
IEEE Robotics & Automation Magazine - September 2017 - 34
IEEE Robotics & Automation Magazine - September 2017 - 35
IEEE Robotics & Automation Magazine - September 2017 - 36
IEEE Robotics & Automation Magazine - September 2017 - 37
IEEE Robotics & Automation Magazine - September 2017 - 38
IEEE Robotics & Automation Magazine - September 2017 - 39
IEEE Robotics & Automation Magazine - September 2017 - 40
IEEE Robotics & Automation Magazine - September 2017 - 41
IEEE Robotics & Automation Magazine - September 2017 - 42
IEEE Robotics & Automation Magazine - September 2017 - 43
IEEE Robotics & Automation Magazine - September 2017 - 44
IEEE Robotics & Automation Magazine - September 2017 - 45
IEEE Robotics & Automation Magazine - September 2017 - 46
IEEE Robotics & Automation Magazine - September 2017 - 47
IEEE Robotics & Automation Magazine - September 2017 - 48
IEEE Robotics & Automation Magazine - September 2017 - 49
IEEE Robotics & Automation Magazine - September 2017 - 50
IEEE Robotics & Automation Magazine - September 2017 - 51
IEEE Robotics & Automation Magazine - September 2017 - 52
IEEE Robotics & Automation Magazine - September 2017 - 53
IEEE Robotics & Automation Magazine - September 2017 - 54
IEEE Robotics & Automation Magazine - September 2017 - 55
IEEE Robotics & Automation Magazine - September 2017 - 56
IEEE Robotics & Automation Magazine - September 2017 - 57
IEEE Robotics & Automation Magazine - September 2017 - 58
IEEE Robotics & Automation Magazine - September 2017 - 59
IEEE Robotics & Automation Magazine - September 2017 - 60
IEEE Robotics & Automation Magazine - September 2017 - 61
IEEE Robotics & Automation Magazine - September 2017 - 62
IEEE Robotics & Automation Magazine - September 2017 - 63
IEEE Robotics & Automation Magazine - September 2017 - 64
IEEE Robotics & Automation Magazine - September 2017 - 65
IEEE Robotics & Automation Magazine - September 2017 - 66
IEEE Robotics & Automation Magazine - September 2017 - 67
IEEE Robotics & Automation Magazine - September 2017 - 68
IEEE Robotics & Automation Magazine - September 2017 - 69
IEEE Robotics & Automation Magazine - September 2017 - 70
IEEE Robotics & Automation Magazine - September 2017 - 71
IEEE Robotics & Automation Magazine - September 2017 - 72
IEEE Robotics & Automation Magazine - September 2017 - 73
IEEE Robotics & Automation Magazine - September 2017 - 74
IEEE Robotics & Automation Magazine - September 2017 - 75
IEEE Robotics & Automation Magazine - September 2017 - 76
IEEE Robotics & Automation Magazine - September 2017 - 77
IEEE Robotics & Automation Magazine - September 2017 - 78
IEEE Robotics & Automation Magazine - September 2017 - 79
IEEE Robotics & Automation Magazine - September 2017 - 80
IEEE Robotics & Automation Magazine - September 2017 - 81
IEEE Robotics & Automation Magazine - September 2017 - 82
IEEE Robotics & Automation Magazine - September 2017 - 83
IEEE Robotics & Automation Magazine - September 2017 - 84
IEEE Robotics & Automation Magazine - September 2017 - 85
IEEE Robotics & Automation Magazine - September 2017 - 86
IEEE Robotics & Automation Magazine - September 2017 - 87
IEEE Robotics & Automation Magazine - September 2017 - 88
IEEE Robotics & Automation Magazine - September 2017 - 89
IEEE Robotics & Automation Magazine - September 2017 - 90
IEEE Robotics & Automation Magazine - September 2017 - 91
IEEE Robotics & Automation Magazine - September 2017 - 92
IEEE Robotics & Automation Magazine - September 2017 - 93
IEEE Robotics & Automation Magazine - September 2017 - 94
IEEE Robotics & Automation Magazine - September 2017 - 95
IEEE Robotics & Automation Magazine - September 2017 - 96
IEEE Robotics & Automation Magazine - September 2017 - 97
IEEE Robotics & Automation Magazine - September 2017 - 98
IEEE Robotics & Automation Magazine - September 2017 - 99
IEEE Robotics & Automation Magazine - September 2017 - 100
IEEE Robotics & Automation Magazine - September 2017 - 101
IEEE Robotics & Automation Magazine - September 2017 - 102
IEEE Robotics & Automation Magazine - September 2017 - 103
IEEE Robotics & Automation Magazine - September 2017 - 104
IEEE Robotics & Automation Magazine - September 2017 - 105
IEEE Robotics & Automation Magazine - September 2017 - 106
IEEE Robotics & Automation Magazine - September 2017 - 107
IEEE Robotics & Automation Magazine - September 2017 - 108
IEEE Robotics & Automation Magazine - September 2017 - 109
IEEE Robotics & Automation Magazine - September 2017 - 110
IEEE Robotics & Automation Magazine - September 2017 - 111
IEEE Robotics & Automation Magazine - September 2017 - 112
IEEE Robotics & Automation Magazine - September 2017 - 113
IEEE Robotics & Automation Magazine - September 2017 - 114
IEEE Robotics & Automation Magazine - September 2017 - 115
IEEE Robotics & Automation Magazine - September 2017 - 116
IEEE Robotics & Automation Magazine - September 2017 - 117
IEEE Robotics & Automation Magazine - September 2017 - 118
IEEE Robotics & Automation Magazine - September 2017 - 119
IEEE Robotics & Automation Magazine - September 2017 - 120
IEEE Robotics & Automation Magazine - September 2017 - 121
IEEE Robotics & Automation Magazine - September 2017 - 122
IEEE Robotics & Automation Magazine - September 2017 - 123
IEEE Robotics & Automation Magazine - September 2017 - 124
IEEE Robotics & Automation Magazine - September 2017 - 125
IEEE Robotics & Automation Magazine - September 2017 - 126
IEEE Robotics & Automation Magazine - September 2017 - 127
IEEE Robotics & Automation Magazine - September 2017 - 128
IEEE Robotics & Automation Magazine - September 2017 - 129
IEEE Robotics & Automation Magazine - September 2017 - 130
IEEE Robotics & Automation Magazine - September 2017 - 131
IEEE Robotics & Automation Magazine - September 2017 - 132
IEEE Robotics & Automation Magazine - September 2017 - 133
IEEE Robotics & Automation Magazine - September 2017 - 134
IEEE Robotics & Automation Magazine - September 2017 - 135
IEEE Robotics & Automation Magazine - September 2017 - 136
IEEE Robotics & Automation Magazine - September 2017 - 137
IEEE Robotics & Automation Magazine - September 2017 - 138
IEEE Robotics & Automation Magazine - September 2017 - 139
IEEE Robotics & Automation Magazine - September 2017 - 140
IEEE Robotics & Automation Magazine - September 2017 - 141
IEEE Robotics & Automation Magazine - September 2017 - 142
IEEE Robotics & Automation Magazine - September 2017 - 143
IEEE Robotics & Automation Magazine - September 2017 - 144
IEEE Robotics & Automation Magazine - September 2017 - 145
IEEE Robotics & Automation Magazine - September 2017 - 146
IEEE Robotics & Automation Magazine - September 2017 - 147
IEEE Robotics & Automation Magazine - September 2017 - 148
IEEE Robotics & Automation Magazine - September 2017 - 149
IEEE Robotics & Automation Magazine - September 2017 - 150
IEEE Robotics & Automation Magazine - September 2017 - 151
IEEE Robotics & Automation Magazine - September 2017 - 152
IEEE Robotics & Automation Magazine - September 2017 - 153
IEEE Robotics & Automation Magazine - September 2017 - 154
IEEE Robotics & Automation Magazine - September 2017 - 155
IEEE Robotics & Automation Magazine - September 2017 - 156
IEEE Robotics & Automation Magazine - September 2017 - 157
IEEE Robotics & Automation Magazine - September 2017 - 158
IEEE Robotics & Automation Magazine - September 2017 - 159
IEEE Robotics & Automation Magazine - September 2017 - 160
IEEE Robotics & Automation Magazine - September 2017 - 161
IEEE Robotics & Automation Magazine - September 2017 - 162
IEEE Robotics & Automation Magazine - September 2017 - 163
IEEE Robotics & Automation Magazine - September 2017 - 164
IEEE Robotics & Automation Magazine - September 2017 - 165
IEEE Robotics & Automation Magazine - September 2017 - 166
IEEE Robotics & Automation Magazine - September 2017 - 167
IEEE Robotics & Automation Magazine - September 2017 - 168
IEEE Robotics & Automation Magazine - September 2017 - 169
IEEE Robotics & Automation Magazine - September 2017 - 170
IEEE Robotics & Automation Magazine - September 2017 - 171
IEEE Robotics & Automation Magazine - September 2017 - 172
IEEE Robotics & Automation Magazine - September 2017 - 173
IEEE Robotics & Automation Magazine - September 2017 - 174
IEEE Robotics & Automation Magazine - September 2017 - 175
IEEE Robotics & Automation Magazine - September 2017 - 176
IEEE Robotics & Automation Magazine - September 2017 - 177
IEEE Robotics & Automation Magazine - September 2017 - 178
IEEE Robotics & Automation Magazine - September 2017 - 179
IEEE Robotics & Automation Magazine - September 2017 - 180
IEEE Robotics & Automation Magazine - September 2017 - 181
IEEE Robotics & Automation Magazine - September 2017 - 182
IEEE Robotics & Automation Magazine - September 2017 - 183
IEEE Robotics & Automation Magazine - September 2017 - 184
IEEE Robotics & Automation Magazine - September 2017 - Cover3
IEEE Robotics & Automation Magazine - September 2017 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2023
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2023
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2023
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2023
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2022
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2022
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2022
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2022
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2021
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2021
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2021
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2021
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2020
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2020
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2020
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2020
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2019
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2019
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2019
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2019
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2018
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2018
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2018
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2018
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2017
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2017
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2017
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2017
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2016
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2016
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2016
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2016
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2015
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2015
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2015
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2015
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2014
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2014
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2014
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2014
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2013
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2013
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2013
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2013
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2012
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2012
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2012
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2012
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2011
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2011
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2011
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2011
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2010
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2010
https://www.nxtbookmedia.com