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Reinforcement Learning Approaches in Social Robotics [PDF]

open access: yesSensors, 2021
This article surveys reinforcement learning approaches in social robotics. Reinforcement learning is a framework for decision-making problems in which an agent interacts through trial-and-error with its environment to discover an optimal behavior.
Neziha Akalin, Amy Loutfi
doaj   +4 more sources

The AMIRO Social Robotics Framework: Deployment and Evaluation on the Pepper Robot [PDF]

open access: yesSensors, 2020
Recent studies in social robotics show that it can provide economic efficiency and growth in domains such as retail, entertainment, and active and assisted living (AAL).
Alexandra Ștefania Ghiță   +7 more
doaj   +3 more sources

A Survey on Recent Advances in Social Robotics

open access: yesRobotics, 2022
Over decades, social robotics has evolved as a concept that presently covers different areas of application, and interacts with different domains in technology, education, medicine and others. Today, it is possible to envision social robots in tasks that
Karim Youssef   +3 more
doaj   +2 more sources

Crowd of Oz: A Crowd-Powered Social Robotics System for Stress Management. [PDF]

open access: yesSensors (Basel), 2020
Coping with stress is crucial for a healthy lifestyle. In the past, a great deal of research has been conducted to use socially assistive robots as a therapy to alleviate stress and anxiety related problems.
Abbas T   +4 more
europepmc   +2 more sources

Deep Q-network for social robotics using emotional social signals [PDF]

open access: yesFrontiers in Robotics and AI, 2022
Social robotics represents a branch of human-robot interaction dedicated to developing systems to control the robots to operate in unstructured environments with the presence of human beings. Social robots must interact with human beings by understanding
José Pedro R. Belo   +3 more
doaj   +2 more sources

Natural language generation for social robotics: opportunities and challenges. [PDF]

open access: yesPhilos Trans R Soc Lond B Biol Sci, 2019
In the increasingly popular and diverse research area of social robotics, the primary goal is to develop robot agents that exhibit socially intelligent behaviour while interacting in a face-to-face context with human partners. An important aspect of face-
Foster ME.
europepmc   +2 more sources

Social robotics and the modulation of social perception and bias. [PDF]

open access: yesPhilos Trans R Soc Lond B Biol Sci, 2019
The field of social robotics offers an unprecedented opportunity to probe the process of impression formation and the effects of identity-based stereotypes (e.g. about gender or race) on social judgements and interactions.
Skewes J, Amodio DM, Seibt J.
europepmc   +2 more sources

Social Robotics

open access: yesResearch on Education and Media, 2017
(a) Plot the t-distribution for degrees of freedom of 1, 2, 4, and 8 against the normal distribution in four separate plots. In each plot, shade the area between both distribution functions and calculate the statistical distance between them.
Rossi Pier Giuseppe
doaj   +2 more sources

Bibliometric Analysis of Social Robotics Research: Identifying Research Trends and Knowledgebase

open access: yesApplied Sciences, 2017
As robotics becomes ubiquitous, there is increasing interest in understanding how to develop robots that better respond to social needs, as well as how robotics impacts society. This is evidenced by the growing rate of publications on social robotics. In
Cristian Mejia, Yuya Kajikawa
doaj   +2 more sources

Role playing learning for socially concomitant mobile robot navigation

open access: yesCAAI Transactions on Intelligence Technology, 2018
In this study, the authors present the role playing learning scheme for a mobile robot to navigate socially with its human companion in populated environments.
Mingming Li   +3 more
doaj   +3 more sources

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