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Exploring the Dependencies between Behavioral and Neuro-physiological Time-series Extracted from Conversations between Humans and Artificial Agents

Hmamouche Youssef, Ochs Magalie, Prévot Laurent, Chaminade Thierry
2020 Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods  
We propose here an approach developed to extract neurophysiological and behavioral time-series from the corpus and analyse their causal relationships.  ...  Preprocessing entails the construction of discrete neurophysiological time-series from functionally well defined brain areas, as well as behavioral time-series describing higher-order behaviors extracted  ...  We can conclude that the local activation of the studied brain areas involved in speech production and perception can be predicted, allowing us to identify causal dependencies between behavioral and neuro-physiological  ... 
doi:10.5220/0008989503530360 dblp:conf/icpram/HmamoucheO0C20 fatcat:ykrea3wqgffc5mji63f7lkae5y

Applying Agent-based Theory to Adaptive Architectural Environment – Example of Smart Skins [chapter]

Shang-Yuan Chen, Shu-Fen Chang
2010 Smart Home Systems  
Acknowledgements: NSC98-2221-E-035-074, NSC98-2218-E-035-003-grant and Architecture & Building Research Institute, MOI assistance for "981-Smart Living Spaces" class plan. Reference  ...  Apart from possessing human or biological learning characteristics and transmitting experience derived from experts' inferences, neuro-fuzzy learning avoids erroneous and defective learning.  ...  involving the causal relationships between perceived events and events needs were handled by means of rational inference and arrangement depending on the fuzzy inference plan.  ... 
doi:10.5772/8409 fatcat:6rgdh7a5gzbonlmigvi5uawemm

Interpersonal Synchrony: A Survey of Evaluation Methods across Disciplines

Emilie Delaherche, Mohamed Chetouani, Ammar Mahdhaoui, Catherine Saint-Georges, Sylvie Viaux, David Cohen
2012 IEEE Transactions on Affective Computing  
This paper emphasizes the current questions asked by synchrony evaluation and the state-of-the-art related methods. First, we present definitions and functions of synchrony in youth and adulthood.  ...  Finally, the current limitations and future research directions in the fields of developmental robotics, social robotics and clinical studies are discussed.  ...  ACKNOWLEDGMENTS This work was supported by the UPMC "Emergence 2009" program, the European Union Seventh Framework Programme under grant agreement n • 288241 and the Fondation de France.  ... 
doi:10.1109/t-affc.2012.12 fatcat:6kz67svxunf6veudjyv6fixxra

Emotional Intelligence and Agents

Mirjana Ivanović, Miloš Radovanović, Zoran Budimac, Dejan Mitrović, Vladimir Kurbalija, Weihui Dai, Weidong Zhao
2014 Proceedings of the 4th International Conference on Web Intelligence, Mining and Semantics (WIMS14) - WIMS '14  
Finally, the paper will propose research activities in order to design an agent-based architecture, in which agents are capable of reasoning about and displaying some kind of emotions based on emotions  ...  detected in human speech, as well as online documents.  ...  OI174023: "Intelligent techniques and their integration into wide-spectrum decision support," and by bilateral project no. 2-9/2013: "Emotional Intelligence and Applications Based on Multi-Agent Systems  ... 
doi:10.1145/2611040.2611100 dblp:conf/wims/IvanovicRBMKDZ14 fatcat:l4kcts3eufb5np6km3afa67zdi

Emotional agents - state of the art and applications

Mirjana Ivanovic, Zoran Budimac, Milos Radovanovic, Vladimir Kurbalija, Weihui Dai, Costin Bădică, Mihaela Colhon, Srdjan Ninkovic, Dejan Mitrovic
2015 Computer Science and Information Systems  
The last part of the paper discusses research activities for designing an agent-based architecture, in which agents are capable of reasoning about and displaying some kind of emotions based on emotions  ...  detected in human speech, as well as online documents.  ...  This work was supported by the Ministry of Education, Science and Technological Development of Serbia, through project no.  ... 
doi:10.2298/csis141026047i fatcat:jkzz7ugutjg7tb4dbq7ti7ljn4

Computational Analysis and Simulation of Empathic Behaviors: a Survey of Empathy Modeling with Behavioral Signal Processing Framework

Bo Xiao, Zac E. Imel, Panayiotis Georgiou, David C. Atkins, Shrikanth S. Narayanan
2016 Current Psychiatry Reports  
behavior signal processing.  ...  We summarize the work on empathic expression analysis by the targeted signal modalities (e.g., text, audio, and facial expressions).  ...  of empathic human behaviors, through design of artificial computer agents, in BEmpathy Simulation^section.  ... 
doi:10.1007/s11920-016-0682-5 pmid:27017830 pmcid:PMC5405768 fatcat:gkjcrmnhyne4fhca5wl2jriuli

Advanced Applications of Neural Networks and Artificial Intelligence: A Review

Koushal Kumar, Gour Sundar Mitra Thakur
2012 International Journal of Information Technology and Computer Science  
The main aim of this paper is to explore the recent applications of Neural Networks and Artificial Intelligence and provides an overview of the field, where the AI & ANN"s are used and discusses the critical  ...  Artificial Neural Networks have abundant features including high processing speeds and the ability to learn the solution to a problem from a set of examples.  ...  These time-series are then fed into a custom 3-D movie generator [14] .  ... 
doi:10.5815/ijitcs.2012.06.08 fatcat:pjdstjcnuzhwlg4rex2uwfrexe

Systems of Global Governance in the Era of Human-Machine Convergence [article]

Eugenio Maria Battaglia, Jie Mei, Guillaume Dumas
2018 arXiv   pre-print
Besides, human activities already proved to have a significant impact on the Earth system which in turn generates complex feedback loops between social and ecological systems.  ...  human society are no longer fit to cope with the present complexity.  ...  Human and machine: an ontological and epistemological issue The increasing symbiotic relationship between humans and artificial artifacts has the potential to reshape the fundamental anatomy and physiology  ... 
arXiv:1802.04255v2 fatcat:l37wahlvzra6pcm364nxrpznzu

A Review of Eye Gaze in Virtual Agents, Social Robotics and HCI: Behaviour Generation, User Interaction and Perception

K. Ruhland, C. E. Peters, S. Andrist, J. B. Badler, N. I. Badler, M. Gleicher, B. Mutlu, R. McDonnell
2015 Computer graphics forum (Print)  
agents and other artificial entities.  ...  We begin with a discussion of the movement of the eyeballs, eyelids and the head from a physiological perspective and how these movements can be modelled, rendered and animated in computer graphics applications  ...  This research was also supported by the NSF award 1208632 and ERC advanced grant EXPRESSIVE, the U.S. National Science Foundation awards 1017952 and 1149970 and the U.S.  ... 
doi:10.1111/cgf.12603 fatcat:padlj57psvdwjeubna23cetnyi

Questions to Guide the Future of Artificial Intelligence Research [article]

Jordan Ott
2020 arXiv   pre-print
It is unlikely that artificial intelligence will emerge through only one of these disciplines. Instead, it is likely to be some amalgamation of their algorithmic and observational findings.  ...  In this article, we propose leading questions to guide the future of artificial intelligence research. There are clear computational principles on which the brain operates.  ...  These learning rules only depend on the input from the pre-synaptic cell and output from the post-synaptic cell. These properties make them completely local in both space and time.  ... 
arXiv:1912.10305v2 fatcat:hihf42fkinbk5horq7mdgdfmnq

Evolutionary Robotics: Exploiting the Full Power of Self-organization

Stefano Nolfi
1998 Connection science  
By selecting individuals for their ability to perform the desired behavior as a whole, simple basic behaviors can emerge from the interaction between several processes in the control system and from the  ...  In this paper I claim that one of the main characteristics that makes the Evolutionary Robotics approach suitable for the study of adaptive behavior in natural and artificial agents is the possibility  ...  Acknowledgement I thank Dario Floreano, Christian Scheier, and Tom Ziemke for useful comments on the first draft of the paper.  ... 
doi:10.1080/095400998116396 fatcat:cgbirysasbdvnctn55hw56lkoa

Molecular communication nanonetworks inside human body

Derya Malak, Ozgur B. Akan
2012 Nano Communication Networks  
., nanosensory networks, is explored from the perspectives of communication and network theories.  ...  Hence, the vital conditions of the human body directly depend on the performance, reliability, and continuous functioning of intra-body molecular nanonetworks.  ...  At the same time, the clearance rate depends the concentration of hormone in the plasma, and its rate of disappearance from the plasma per unit time.  ... 
doi:10.1016/j.nancom.2011.10.002 fatcat:qdk4sfqywrfhbaov2cvu7zjxky

Using Artificial Intelligence for Space Challenges: A Survey

Antonia Russo, Gianluca Lax
2022 Applied Sciences  
We focus on applications related to mission design, space exploration, and Earth observation, and we provide a taxonomy of the current challenges.  ...  The adoption of artificial intelligence in several fields has been the subject of many research papers.  ...  Instead, it consists of an agent able to observe and experiment in a complex environment where the agent learns the optimal behavior through interactions and obtains the maximum reward.  ... 
doi:10.3390/app12105106 fatcat:jlkdbe4panbqfhridpozon6634

Extended Neural Metastability in an Embodied Model of Sensorimotor Coupling

Miguel Aguilera, Manuel G. Bedia, Xabier E. Barandiaran
2016 Frontiers in Systems Neuroscience  
A statistical characterization of our model and tools from information theory allow us to show how (1) the bidirectional coupling between agent and environment brings the system closer to a regime of criticality  ...  agent is fundamental to sustain open structures in the neural controller of the agent flexibly engaging and disengaging different behavioral patterns that sustain sensorimotor metastable states, and (  ...  In the same tradition, in this paper we present an artificially evolved agent to explore the relation between neural and behavioral metastability in a simple bistable task.  ... 
doi:10.3389/fnsys.2016.00076 pmid:27721746 pmcid:PMC5033977 fatcat:n6lofmiq3bfs5bp6vtrfeercim

Defining Agency: Individuality, Normativity, Asymmetry, and Spatio-temporality in Action

Xabier E. Barandiaran, Ezequiel Di Paolo, Marieke Rohde
2009 Adaptive Behavior  
| The concept of agency is of crucial importance in cognitive science and artificial intelligence, and it is often used as an intuitive and rather uncontroversial term, in contrast to more abstract and  ...  They implicitly and unproblematically assume the features that characterize agents, thus obscuring the full potential and challenge of modeling agency.  ...  ACKNOWLEDGMENTS We are grateful to Alvaro Moreno and two of the anonymous reviewers for their helpful comments. Xabier Barandiaran  ... 
doi:10.1177/1059712309343819 fatcat:ilmrexastjcy5l4gppibfnemwi
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