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Watching TV not only provides news information but also gives an opportunity for different generations to communicate. With the proliferation of smartphones, PC, and the Internet, increase the opportunities for communication in front of the…

Multimedia · Computer Science 2023-03-06 Donghuo Zeng , Jianming Wu , Gen Hattori , Yasuhiro Takishima

As robots enter human environments, they will be expected to accomplish a tremendous range of tasks. It is not feasible for robot designers to pre-program these behaviors or know them in advance, so one way to address this is through…

Robotics · Computer Science 2017-04-12 Cory J. Hayes , Maryam Moosaei , Laurel D. Riek

As robots are increasingly deployed in real-world scenarios, a key question is how to best transfer knowledge learned in one environment to another, where shifting constraints and human preferences render adaptation challenging. A central…

Human-Computer Interaction · Computer Science 2022-05-18 Andreea Bobu , Andi Peng

Explanations constitute an important aspect of successful human robot interactions and can enhance robot understanding. To improve the understanding of the robot, we have developed four levels of explanation (LOE) based on two questions:…

Robotics · Computer Science 2025-01-22 Shikhar Kumar , Yael Edan

In robotics, one of the main challenges is that the on-board Artificial Intelligence (AI) must deal with different or unexpected environments. Such AI agents may be incompetent there, while the underlying model itself may not be aware of…

Robotics · Computer Science 2020-05-05 Gertjan J. Burghouts , Albert Huizing , Mark A. Neerincx

Robots can learn from humans by asking questions. In these questions the robot demonstrates a few different behaviors and asks the human for their favorite. But how should robots choose which questions to ask? Today's robots optimize for…

Human-Computer Interaction · Computer Science 2021-07-06 Soheil Habibian , Ananth Jonnavittula , Dylan P. Losey

Technologies increasingly mimic human-like social behaviours. Beyond prototypical conversational agents like chatbots, this also applies to basic automated systems like app notifications or self-checkout machines that address or 'talk to'…

Human-Computer Interaction · Computer Science 2024-01-08 Lize Alberts , Ulrik Lyngs , Max Van Kleek

Imitation learning in robots, also called programing by demonstration, has made important advances in recent years, allowing humans to teach context dependant motor skills/tasks to robots. We propose to extend the usual contexts…

Artificial Intelligence · Computer Science 2012-03-13 Thomas Cederborg , Pierre-Yves Oudeyer

Despite significant improvements in robot capabilities, they are likely to fail in human-robot collaborative tasks due to high unpredictability in human environments and varying human expectations. In this work, we explore the role of…

Robotics · Computer Science 2023-09-20 Parag Khanna , Elmira Yadollahi , Mårten Björkman , Iolanda Leite , Christian Smith

A major challenge in research involving artificial intelligence (AI) is the development of algorithms that can find solutions to problems that can generalize to different environments and tasks. Unlike AI, humans are adept at finding…

Artificial Intelligence · Computer Science 2021-10-12 Semir Tatlidil , Yanqi Liu , Emily Sheetz , R. Iris Bahar , Steven Sloman

Learning robot objective functions from human input has become increasingly important, but state-of-the-art techniques assume that the human's desired objective lies within the robot's hypothesis space. When this is not true, even methods…

Machine Learning · Computer Science 2018-10-29 Andreea Bobu , Andrea Bajcsy , Jaime F. Fisac , Anca D. Dragan

This work aims to interpret human behavior to anticipate potential user confusion when a robot provides explanations for failure, allowing the robot to adapt its explanations for more natural and efficient collaboration. Using a dataset…

Robotics · Computer Science 2025-04-15 Andreas Naoum , Parag Khanna , Elmira Yadollahi , Mårten Björkman , Christian Smith

Consider a robot tasked with tidying a desk with a meticulously constructed Lego sports car. A human may recognize that it is not appropriate to disassemble the sports car and put it away as part of the "tidying." How can a robot reach that…

Robotics · Computer Science 2024-02-20 Minae Kwon , Hengyuan Hu , Vivek Myers , Siddharth Karamcheti , Anca Dragan , Dorsa Sadigh

In this paper, we identify challenges in children's current information retrieval process, and propose conversational robots as an opportunity to ease this process in a responsible way. Tools children currently use in this process, such as…

Information Retrieval · Computer Science 2021-06-16 T. Beelen , E. Velner , R. Ordelman , K. P. Truong , V. Evers , T. Huibers

Embodied robots which can interact with their environment and neighbours are increasingly being used as a test case to develop Artificial Intelligence. This creates a need for multimodal robot controllers that can operate across different…

Robotics · Computer Science 2025-02-05 William Hunt , Sarvapali D. Ramchurn , Mohammad D. Soorati

Large language models (LLMs) exhibit expert-level performance in tasks across a wide range of different domains. Ethical issues raised by LLMs and the need to align future versions makes it important to know how state of the art models…

Artificial Intelligence · Computer Science 2024-05-24 Guilherme F. C. F. Almeida , José Luiz Nunes , Neele Engelmann , Alex Wiegmann , Marcelo de Araújo

Robot swarms often exhibit emergent behaviors that are fascinating to observe; however, it is often difficult to predict what swarm behaviors can emerge under a given set of agent capabilities. We seek to efficiently leverage human input to…

Multiagent Systems · Computer Science 2023-07-18 Connor Mattson , Daniel S. Brown

While we can see robots in more areas of our lives, they still make errors. One common cause of failure stems from the robot perception module when detecting objects. Allowing users to correct such errors can help improve the interaction…

Robotics · Computer Science 2023-06-27 Maciej K. Wozniak , Rebecca Stower , Patric Jensfelt , Andre Pereira

Dialog systems are often designed or trained to output human-like responses. However, some responses may be impossible for a machine to truthfully say (e.g. "that movie made me cry"). Highly anthropomorphic responses might make users…

Computation and Language · Computer Science 2022-10-25 David Gros , Yu Li , Zhou Yu

The Robadom project aims at creating a homecare robot that help and assist people in their daily life, either in doing task for the human or in managing day organization. A robot could have this kind of role only if it is accepted by…

Robotics · Computer Science 2012-06-15 Céline Jost , Brigitte Le Pévédic , Dominique Duhaut