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Humans are talented with the ability to perform diverse interactions in the teaching process. However, when humans want to teach AI, existing interactive systems only allow humans to perform repetitive labeling, causing an unsatisfactory…

人机交互 · 计算机科学 2022-09-07 Zhongyi Zhou

Even though intelligent systems such as Siri or Google Assistant are enjoyable (and useful) dialog partners, users can only access predefined functionality. Enabling end-users to extend the functionality of intelligent systems will be the…

计算与语言 · 计算机科学 2020-09-15 Sebastian Weigelt , Vanessa Steurer , Walter F. Tichy

This work explores a group learning scenario with an autonomous empathic robot. We address two research questions: (1) Can an autonomous robot designed with empathic competencies foster collaborative learning in a group context? (2) Can an…

人机交互 · 计算机科学 2019-02-06 Patricia Alves-Oliveira , Pedro Sequeira , Francisco S. Melo , Ginevra Castellano , Ana Paiva

Human dexterity is an invaluable capability for precise manipulation of objects in complex tasks. The capability of robots to similarly grasp and perform in-hand manipulation of objects is critical for their use in the ever changing human…

机器人学 · 计算机科学 2024-10-25 Abraham Itzhak Weinberg , Alon Shirizly , Osher Azulay , Avishai Sintov

To act in the world, robots rely on a representation of salient task aspects: for example, to carry a coffee mug, a robot may consider movement efficiency or mug orientation in its behavior. However, if we want robots to act for and with…

机器人学 · 计算机科学 2024-01-30 Andreea Bobu , Andi Peng , Pulkit Agrawal , Julie Shah , Anca D. Dragan

Speakers build rapport in the process of aligning conversational behaviors with each other. Rapport engendered with a teachable agent while instructing domain material has been shown to promote learning. Past work on lexical alignment in…

计算与语言 · 计算机科学 2022-09-27 Yuya Asano , Diane Litman , Mingzhi Yu , Nikki Lobczowski , Timothy Nokes-Malach , Adriana Kovashka , Erin Walker

As artificial intelligence (AI) becomes a prominent part of modern life, AI literacy is becoming important for all citizens, not just those in technology careers. Previous research in AI education materials has largely focused on the…

计算与语言 · 计算机科学 2022-12-16 Kate Pearce , Sharifa Alghowinem , Cynthia Breazeal

Innovation is a key component in trying new solutions for the students to learn efficiently and in ways that correspond to their own experience, where chatbots are one of these new solutions. One of the main problem that chatbots face today…

计算与语言 · 计算机科学 2022-07-01 Dimitrios Chaskopoulos , Jonas Eilertsen Hægdahl , Petter Sagvold , Claire Trinquet , Maryam Edalati

Instructing robots from demonstrations can be done through different teaching modalities, each with different usability and performance trade-offs. This paper compares kinesthetic guidance, joystick teleoperation, and hand gestures in a…

机器人学 · 计算机科学 2026-05-28 Petr Vanc , Jan Kristof Behrens , Václav Hlaváč , Karla Stepanova

This study examines the impact of an AI instructional agent on students' perceived learner control and academic performance in a medium demanding course with lecturing as the main teaching strategy. Based on a randomized controlled trial,…

计算机与社会 · 计算机科学 2025-05-29 Fei Qin , Zhanxin Hao , Jifan Yu , Zhiyuan Liu , Yu Zhang

Object handover is a common form of interaction that is widely present in collaborative tasks. However, achieving it efficiently remains a challenge. We address the problem of ensuring resilient robotic actions that can adapt to complex…

机器人学 · 计算机科学 2026-04-30 Omar Faris , Sławomir Tadeja , Fulvio Forni

Human-robot interaction often occurs in the form of instructions given from a human to a robot. For a robot to successfully follow instructions, a common representation of the world and objects in it should be shared between humans and the…

Higher education instructors often lack timely and pedagogically grounded support, as scalable instructional guidance remains limited and existing tools rely on generic chatbot advice or non-scalable teaching center human-human…

人工智能 · 计算机科学 2026-03-20 Isabel Molnar , Peiyu Li , Si Chen , Sugana Chawla , James Lang , Ronald Metoyer , Ting Hua , Nitesh V. Chawla

A major challenge for the realization of intelligent robots is to supply them with cognitive abilities in order to allow ordinary users to program them easily and intuitively. One way of such programming is teaching work tasks by…

人机交互 · 计算机科学 2016-11-17 P. C. McGuire , J. Fritsch , J. J. Steil , F. Roethling , G. A. Fink , S. Wachsmuth , G. Sagerer , H. Ritter

We are developing a system for human-robot communication that enables people to communicate with robots in a natural way and is focused on solving problems in a shared space. Our strategy for developing this system is fundamentally…

人机交互 · 计算机科学 2017-10-03 Michael Wollowski , Carlotta Berry , Ryder Winck , Alan Jern , David Voltmer , Alan Chiu , Yosi Shibberu

In real-world applications of education, an effective teacher adaptively chooses the next example to teach based on the learner's current state. However, most existing work in algorithmic machine teaching focuses on the batch setting, where…

机器学习 · 计算机科学 2018-12-11 Yuxin Chen , Adish Singla , Oisin Mac Aodha , Pietro Perona , Yisong Yue

Defining sound and complete specifications for robots using formal languages is challenging, while learning formal specifications directly from demonstrations can lead to over-constrained task policies. In this paper, we propose a Bayesian…

机器人学 · 计算机科学 2020-12-01 Ankit Shah , Samir Wadhwania , Julie Shah

Interactive reinforcement learning, where humans actively assist during an agent's learning process, has the promise to alleviate the sample complexity challenges of practical algorithms. However, the inner workings and state of the robot…

机器人学 · 计算机科学 2021-10-12 Ziyi Zhang , Samuel Micah Akai-Nettey , Adonai Addo , Chris Rogers , Jivko Sinapov

Robot learning is a very promising topic for the future of automation and machine intelligence. Future robots should be able to autonomously acquire skills, learn to represent their environment, and interact with it. While these topics have…

机器人学 · 计算机科学 2021-10-18 Elie Aljalbout

There are many different ways a robot can move in Human-Robot Interaction. One way is to use techniques from film animation to instruct the robot to move. This article is a systematic literature review of human-robot trials, pilots, and…

机器人学 · 计算机科学 2019-06-07 Trenton Schulz , Jim Torresen , Jo Herstad