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Coordinating users of shared facilities via data-driven predictive assistants and game theory [article]

Philipp Geiger, Michel Besserve, Justus Winkelmann, Claudius Proissl, Bernhard Schölkopf
2021 arXiv   pre-print
., "perfect" (probabilistic) predictions of what will happen, solve the coordination problem in the game-theoretic sense of selecting a Bayesian Nash equilibrium (BNE).  ...  Key questions are: (1) when and how much can (accurate) predictions help for coordination, and (2) which assistant algorithms reach optimal predictions?  ...  Game-theoretic tools to characterize efficiency We want to analyze the degree of efficiency that assistant-based coordination can achieve.  ... 
arXiv:1803.06247v6 fatcat:zkfocnamcfgkjabv5eqydo3u7i

A Fuzzy Logic based system for Mixed Reality assistance of remote workforce

Anasol Pena-Rios, Hani Hagras, Michael Gardner, Gilbert Owusu
2016 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)  
This paper presents an innovative Mixed Reality (MR) system to assist field workforce in remote locations.  ...  Comparison between real world benchmark coordinates, Kalman filter results and IMU data. Fig. 10 . 10 Views from the a) AR application and b) VR Control Centre application TABLE I .  ...  Fig. 9 shows the results comparison between the predefined benchmark coordinates and: a) result coordinates from the adaptive fuzzy based Kalman filter, b) values obtained from the IMU devices.  ... 
doi:10.1109/fuzz-ieee.2016.7737716 dblp:conf/fuzzIEEE/Pena-RiosHGO16 fatcat:xwtnsubipjfrlmc4wpafoxuhlm

Human-Computer Interaction in Digital Mental Health

Luke Balcombe, Diego De Leo
2022 Informatics  
Digital platforms and artificial intelligence (AI) have a good potential to improve prediction, identification, coordination, and treatment by mental health care and suicide prevention services.  ...  HCI modeling may assist in the design and development of usable applications, and to effectively recognize, acknowledge, and address the inequities of mental health care and suicide prevention and assist  ...  illustrate historical predictions from previous studies [82] .  ... 
doi:10.3390/informatics9010014 fatcat:2zva3cwrcjcq3irr3ra2nbxwhy

A Map for Social Navigation in the Human Brain

Rita Morais Tavares, Avi Mendelsohn, Yael Grossman, Christian Hamilton Williams, Matthew Shapiro, Yaacov Trope, Daniela Schiller
2015 Neuron  
with behavioral data analysis; Jochen Weber for technical advice on Neuroelf; and Taylor Williams for the original illustrations of the game characters.  ...  ACKNOWLEDGMENTS The authors thank Mark Baxter, Meehan Crist, Harold Koenigsberg, Ifat Levy, Ushma Neill, and Galit Yovel for helpful comments and discussions; Scott Berger and Caroline Overacker for assistance  ...  The social map was represented as a theoretical game board.  ... 
doi:10.1016/j.neuron.2015.06.011 pmid:26139376 pmcid:PMC4662863 fatcat:vqjual35bnh6zdwyiwpohoaeou

Gaming in Second Life via Scratch4SL

Nikolaos Pellas, Efstratios Peroutseas
2015 Journal of educational computing research  
This study identifies Papert's theory of Constructionism as a potentially appropriate theoretical foundation for the development of an instructional framework, in order to assist students to coordinate  ...  Following a blended instructional format (face-to-face in a computer laboratory and supplementary online courses), fifty-six (56) students utilizing Scratch4SL participated in this study, with a view to  ...  ., 2013) , which offered crucial points of view about Constructionism as a theoretical foundation for well-designed instructional contexts.  ... 
doi:10.1177/0735633115612785 fatcat:lrlwnxvhrrb7fesa6lhqynpg4e

An Integrative Perspective on Interpersonal Coordination in Interactive Team Sports

Silvan Steiner, Anne-Claire Macquet, Roland Seiler
2017 Frontiers in Psychology  
The aim of this article is to define a theoretical perspective that integrates the coordination mechanisms of the two approaches. In doing so, we borrow from a theoretical outline of group action.  ...  Interpersonal coordination is a key factor in team performance. In interactive team sports, the limited predictability of a constantly changing context makes coordination challenging.  ...  In our attempt to integrate the central tenets of both these perspectives into a unified view of interpersonal coordination in team sports, we borrow from a theoretical outline of group action (Cranach  ... 
doi:10.3389/fpsyg.2017.01440 pmid:28894428 fatcat:ek4fdx2l25bknp6rnppxr57iz4

Towards a System of Guidance, Assistance and Learning Analytics Based on Multi Agent System Applied on Serious Games

Lotfi Elaachak, Amine Belahbibe, Mohammed Bouhorma
2015 International Journal of Electrical and Computer Engineering (IJECE)  
But in the order that serious games reach the intended objectives and help instructors to achieve their perspectives considered, they must be equipped with a guidance and assistance system that will assist  ...  In this perspective of research and development we will establish in this paper a new system of assistance, guidance and learning analytics based on a multi agent system that will work in tandem with a  ...  ACKNOWLEDGEMENTS This research paper is made possible through the help and support from the students of computer engineering.  ... 
doi:10.11591/ijece.v5i2.pp344-354 fatcat:vjxoxa5pwfgq7d5sjzfej7jdbq

Reflecting on Self-Aware Systems-on-Chip [chapter]

Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil Dutt
2020 A Journey of Embedded and Cyber-Physical Systems  
Supervisory control provides the opportunity to benefit from both classical control-theoretic methods and heuristics in a robust fashion.  ...  This model takes as input the predicted actuations generated from the policy models and produces predicted sensed data. 4.  ... 
doi:10.1007/978-3-030-47487-4_6 fatcat:vz4pxkkmrjgf5la3sn2nkbl3we

Is Talk Really Cheap? Prompting Conversation between Critical Theory and Rational Choice

James Johnson
1993 American Political Science Review  
I show in a provisional way how game theory extends and deepens the critical theorists' basic intuition that unembellished strategic rationality cannot adequately sustain social and political interaction  ...  And I suggest how critical theory identifies a mechanism underlying the force of the "cheap talk" that game theorists introduce in hopes of circumscribing the indeterminacy generated by their models.  ...  On such a view, an equilibrium provides the basis for testable predictions (Harsanyi 1977b, 4; Ordeshook 1986 , 98).  ... 
doi:10.2307/2938957 fatcat:psqzlvhyine4no6m4qvah2qmma

Artificial Intelligence for Social Impact: Learning and Planning in the Data-to-Deployment Pipeline

Andrew Perrault, Fei Fang, Arunesh Sinha, Milind Tambe
2020 The AI Magazine  
With the maturing of artificial intelligence (AI) and multiagent systems research, we have a tremendous opportunity to direct these advances toward addressing complex societal problems.  ...  We present case studies from our deployments around the world as well as lessons learned that we hope are of use to researchers who are interested in AI for social impact.  ...  An avenue for future improvement of the Protection Assistant for Wildlife Security is to consider the interaction between the prediction and game-theoretic models.  ... 
doi:10.1609/aimag.v41i4.5296 fatcat:7v54x5iadjbv5idp4ebtzugp2q

Convention: An Interdisciplinary Study

Luca Tummolini
2008 Topoi  
Even from a bird's eye view, these contributions show how fruitful an interdisciplinary study of conventions is.  ...  Nonetheless, a shared view on this issue is still missing.  ... 
doi:10.1007/s11245-008-9040-5 fatcat:p5j2ndoosfbv7n72f2mu5ibl54

Game Plan: What AI can do for Football, and What Football can do for AI [article]

Karl Tuyls, Shayegan Omidshafiei, Paul Muller, Zhe Wang, Jerome Connor, Daniel Hennes, Ian Graham, William Spearman, Tim Waskett, Dafydd Steele, Pauline Luc, Adria Recasens (+24 others)
2020 arXiv   pre-print
the combination of game-theoretic analysis of penalty kicks with statistical learning of player attributes.  ...  We illustrate that this duality makes football analytics a game changer of tremendous value, in terms of not only changing the game of football itself, but also in terms of what this domain can mean for  ...  Team-level predictions would also strongly benefit from game-theoretic and multi-agent considerations, and is perceived to play a key role in an established AVAC system.  ... 
arXiv:2011.09192v1 fatcat:wydr55wiz5h6lhuhhjajho4k3i

Game Plan: What AI can do for Football, and What Football can do for AI

Karl Tuyls, Shayegan Omidshafiei, Paul Muller, Zhe Wang, Jerome Connor, Daniel Hennes, Ian Graham, William Spearman, Tim Waskett, Dafydd Steel, Pauline Luc, Adria Recasens (+24 others)
2021 The Journal of Artificial Intelligence Research  
the combination of game-theoretic analysis of penalty kicks with statistical learning of player attributes.  ...  We illustrate that this duality makes football analytics a game changer of tremendous value, in terms of not only changing the game of football itself, but also in terms of what this domain can mean for  ...  Team-level predictions would also strongly benefit from game-theoretic and multi-agent considerations, and is perceived to play a key role in an established AVAC system.  ... 
doi:10.1613/jair.1.12505 fatcat:klaw7alkzrhp7kd7ebdefpxh7e

On the Design of a Low Cost Gaze Tracker for Interaction

A. Carbone, F. Martínez, E. Pissaloux, D. Mazeika, R. Velázquez
2012 Procedia Technology - Elsevier  
Therefore the technological tool is a key for new interaction models. This paper presents a tool for gaze interaction: a new gaze tracker.  ...  The human gaze is a basic mean for non verbal interaction.  ...  We thank the students (from MIT who, in the frame of France-MIT program, have contributed to implementation of the mechanical support for the gaze tracker and from UPMC who have participated in software  ... 
doi:10.1016/j.protcy.2012.03.010 fatcat:zj3i6kh4unbx3ib7owietb6a7a

AI for Social Impact: Learning and Planning in the Data-to-Deployment Pipeline [article]

Andrew Perrault, Fei Fang, Arunesh Sinha, Milind Tambe
2019 arXiv   pre-print
With the maturing of AI and multiagent systems research, we have a tremendous opportunity to direct these advances towards addressing complex societal problems.  ...  We present case studies from our deployments around the world as well as lessons learned that we hope are of use to researchers who are interested in AI for Social Impact.  ...  An avenue for future improvement of PAWS is to consider the interaction between the prediction and game-theoretic models.  ... 
arXiv:2001.00088v1 fatcat:eviw6jaojbgr7dvuqwaxctuwfu
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