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As robots aspire for long-term autonomous operations in complex dynamic environments, the ability to reliably take mission-critical decisions in ambiguous situations becomes critical. This motivates the need to build systems that have…

机器人学 · 计算机科学 2016-08-01 Shreyansh Daftry , Sam Zeng , J. Andrew Bagnell , Martial Hebert

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…

机器人学 · 计算机科学 2020-05-05 Gertjan J. Burghouts , Albert Huizing , Mark A. Neerincx

Inner Speech is an essential but also elusive human psychological process which refers to an everyday covert internal conversation with oneself. We argue that programming a robot with an overt self-talk system, which simulates human inner…

机器人学 · 计算机科学 2021-09-22 Arianna Pipitone , Alessandro Geraci , Antonella D'Amico , Valeria Seidita , Antonio Chella

Robots today often miss a key ingredient of truly intelligent behavior: the ability to reflect on their own cognitive processes and decisions. In humans, this self-monitoring or metacognition is crucial for learning, decision making and…

Self-reflecting about our performance (e.g., how confident we are) before doing a task is essential for decision making, such as selecting the most suitable tool or choosing the best route to drive. While this form of awareness -- thinking…

机器人学 · 计算机科学 2024-03-07 Ajith Anil Meera , Pablo Lanillos

Knowledge about how well a robot can perform a specific task is currently present only in engineering reports which are inaccessible to the robot. Artificial Intelligence techniques, such as hypergraphs and automated reasoning, can provide…

软件工程 · 计算机科学 2024-12-04 Joris Sijs , Carlos Hernandez-Corbato , Willeke van Vught , Julio Oliveira

Advanced communication protocols are critical to enable the coexistence of autonomous robots with humans. Thus, the development of explanatory capabilities is an urgent first step toward autonomous robots. This survey provides an overview…

人工智能 · 计算机科学 2021-05-07 Tatsuya Sakai , Takayuki Nagai

Self-recognition or self-awareness is a capacity attributed typically only to humans and few other species. The definitions of these concepts vary and little is known about the mechanisms behind them. However, there is a Turing test-like…

机器人学 · 计算机科学 2021-02-08 Matej Hoffmann , Shengzhi Wang , Vojtech Outrata , Elisabet Alzueta , Pablo Lanillos

Building trust between humans and robots has long interested the robotics community. Various studies have aimed to clarify the factors that influence the development of user trust. In Human-Robot Interaction (HRI) environments, a critical…

Deep learning's success in perception, natural language processing, etc. inspires hopes for advancements in autonomous robotics. However, real-world robotics face challenges like variability, high-dimensional state spaces, non-linear…

机器人学 · 计算机科学 2025-01-28 Sven Behnke

Human-robot teams will soon be expected to accomplish complex tasks in high-risk and uncertain environments. Here, the human may not necessarily be a robotics expert, but will need to establish a baseline understanding of the robot's…

机器人学 · 计算机科学 2022-03-22 Nicholas Conlon , Daniel Szafir , Nisar Ahmed

The proposed symposium focuses understanding, modeling, and improving the efficacy of (a) communicating proficiency from human to robot and (b) communicating intent from a human to a robot. For example, how should a robot convey predicted…

人工智能 · 计算机科学 2022-04-07 Michael Goodrich , Jacob Crandall , Aaron Steinfeld , Holly Yanco

With the rapid advance of sophisticated control algorithms, the capabilities of drones to stabilise, fly and manoeuvre autonomously have dramatically improved, enabling us to pay greater attention to entire missions and the interaction of a…

机器人学 · 计算机科学 2019-12-10 Tino Fuhrman , David Schneider , Felix Altenberg , Tung Nguyen , Simon Blasen , Stefan Constantin , Alex Waibel

A robot's ability to provide descriptions of its decisions and beliefs promotes effective collaboration with humans. Providing such transparency is particularly challenging in integrated robot systems that include knowledge-based reasoning…

人工智能 · 计算机科学 2020-10-22 Tiago Mota , Mohan Sridharan

When encountering a robot in the wild, it is not inherently clear to human users what the robot's capabilities are. When encountering misunderstandings or problems in spoken interaction, robots often just apologize and move on, without…

Robot introspection, as opposed to anomaly detection typical in process monitoring, helps a robot understand what it is doing at all times. A robot should be able to identify its actions not only when failure or novelty occurs, but also as…

机器人学 · 计算机科学 2018-01-23 Hongmin Wu , Hongbin Lin , Yisheng Guan , Kensuke Harada , Juan Rojas

As AI systems become more advanced and widely deployed, there will likely be increasing debate over whether AI systems could have conscious experiences, desires, or other states of potential moral significance. It is important to inform…

机器学习 · 计算机科学 2023-11-16 Ethan Perez , Robert Long

The ability of robots to model their own dynamics is key to autonomous planning and learning, as well as for autonomous damage detection and recovery. Traditionally, dynamic models are pre-programmed or learned from external observations.…

机器人学 · 计算机科学 2024-03-19 Yuhang Hu , Boyuan Chen , Hod Lipson

The theoretical ability of modular robots to reconfigure in response to complex tasks in a priori unknown environments has frequently been cited as an advantage and remains a major motivator for work in the field. We present a modular robot…

机器人学 · 计算机科学 2018-12-14 Jonathan Daudelin , Gangyuan Jing , Tarik Tosun , Mark Yim , Hadas Kress-Gazit , Mark Campbell

A service robot can provide a smoother interaction experience if it has the ability to proactively detect whether a nearby user intends to interact, in order to adapt its behavior e.g. by explicitly showing that it is available to provide a…

机器人学 · 计算机科学 2024-10-07 Gabriele Abbate , Alessandro Giusti , Viktor Schmuck , Oya Celiktutan , Antonio Paolillo
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