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LLM-based agents have emerged as transformative tools capable of executing complex tasks through iterative planning and action, achieving significant advancements in understanding and addressing user needs. Yet, their effectiveness remains…

人机交互 · 计算机科学 2025-08-26 Mithat Can Ozgun , Jiahuan Pei , Koen Hindriks , Lucia Donatelli , Qingzhi Liu , Junxiao Wang

There are growing concerns about the risks posed by AI companion applications designed for emotional engagement. Existing safety evaluations often rely on self-reported user data or interviews, offering limited insights into real-time…

计算与语言 · 计算机科学 2026-05-04 Prerna Juneja , Lika Lomidze

Automated biomechanical testing has great potential for the development of VR applications, as initial insights into user behaviour can be gained in silico early in the design process. In particular, it allows prediction of user movements…

Training robots to perceive, act and communicate using multiple modalities still represents a challenging problem, particularly if robots are expected to learn efficiently from small sets of example interactions. We describe a learning…

机器学习 · 计算机科学 2016-11-29 Heriberto Cuayáhuitl , Guillaume Couly , Clément Olalainty

Young people's mental well-being is a global concern, with peer support playing a key role in daily emotional regulation. Conversational agents are increasingly viewed as promising tools for delivering accessible, personalised peer support,…

Spoken language interaction is at the heart of interpersonal communication, and people flexibly adapt their speech to different individuals and environments. It is surprising that robots, and by extension other digital devices, are not…

机器人学 · 计算机科学 2024-05-17 Qiaoqiao Ren , Yuanbo Hou , Dick Botteldooren , Tony Belpaeme

Falling is an inherent risk of humanoid mobility. Maintaining stability is thus a primary safety focus in robot control and learning, yet no existing approach fully averts loss of balance. When instability does occur, prior work addresses…

机器人学 · 计算机科学 2025-11-11 Zhengjie Xu , Ye Li , Kwan-yee Lin , Stella X. Yu

A learning dialogue agent can infer its behaviour from interactions with the users. These interactions can be taken from either human-to-human or human-machine conversations. However, human interactions are scarce and costly, making…

计算与语言 · 计算机科学 2020-12-10 Thibault Cordier , Tanguy Urvoy , Lina M. Rojas-Barahona , Fabrice Lefèvre

Interactions with virtual assistants typically start with a predefined trigger phrase followed by the user command. To make interactions with the assistant more intuitive, we explore whether it is feasible to drop the requirement that users…

Safe and trustworthy Human Robot Interaction (HRI) requires robots not only to complete tasks but also to regulate impedance and speed according to scene context and human proximity. We present SafeHumanoid, an egocentric vision pipeline…

A robot needs contextual awareness, effective speech production and complementing non-verbal gestures for successful communication in society. In this paper, we present our end-to-end system that tries to enhance the effectiveness of…

机器人学 · 计算机科学 2024-10-01 Bishal Ghosh , Abhinav Dhall , Ekta Singla

Humanoid robots operating in unstructured environments must recover from unexpected disturbances-a capability that remains challenging for end-to-end control policies. We present RECOVERFORMER, a fully end-to-end humanoid recovery policy…

机器人学 · 计算机科学 2026-04-28 Zihui Liu

As AI agents increasingly operate in open, real-world environments, they require a deep synergy of multimodal perception, tool invocation with multi-hop reasoning, and dynamic interaction with users. However, existing benchmarks fail to…

人工智能 · 计算机科学 2026-05-28 Yunqi Liu , Tong Niu , Zitong Wang , Zhenlong Dai , Yuqi Qing , Weiqiang Wang , Jian Liu

To enable humanoid robots to share our social space we need to develop technology for easy interaction with the robots using multiple modes such as speech, gestures and share our emotions with them. We have targeted this research towards…

机器学习 · 计算机科学 2020-01-14 Shruti Jaiswal , Gora Chand Nandi

Humans inherently possess generalizable visual representations that empower them to efficiently explore and interact with the environments in manipulation tasks. We advocate that such a representation automatically arises from…

机器人学 · 计算机科学 2023-10-05 Mingxiao Huo , Mingyu Ding , Chenfeng Xu , Thomas Tian , Xinghao Zhu , Yao Mu , Lingfeng Sun , Masayoshi Tomizuka , Wei Zhan

Automated co-located human-human interaction analysis has been addressed by the use of nonverbal communication as measurable evidence of social and psychological phenomena. We survey the computing studies (since 2010) detecting phenomena…

人机交互 · 计算机科学 2023-10-05 Cigdem Beyan , Alessandro Vinciarelli , Alessio Del Bue

The pursuit of human-like conversational agents has long been guided by the Turing test. For modern speech-to-speech (S2S) systems, a critical yet unanswered question is whether they can converse like humans. To tackle this, we conduct the…

人工智能 · 计算机科学 2026-03-03 Xiang Li , Jiabao Gao , Sipei Lin , Xuan Zhou , Chi Zhang , Bo Cheng , Jiale Han , Benyou Wang

Rare disease diagnosis is inherently challenging due to heterogeneous symptoms, limited clinical familiarity, and fragmented evidence across specialties. Recent large language model (LLM)-based agentic systems have shown promise by…

人机交互 · 计算机科学 2026-03-31 Peng Kuai , Yukun Yang , Shaolun Ruan , Junchi Xu , Yanjie Zhang , Lin Zhang , Min Zhu , Rui Sheng

The promise of LLM-based user simulators to improve conversational AI is hindered by a critical "realism gap," leading to systems that are optimized for simulated interactions, but may fail to perform well in the real world. We introduce…

Assistive agents should not only take actions on behalf of a human, but also step out of the way and cede control when there are important decisions to be made. However, current methods for building assistive agents, whether via mimicking…

人工智能 · 计算机科学 2025-10-17 Evan Ellis , Vivek Myers , Jens Tuyls , Sergey Levine , Anca Dragan , Benjamin Eysenbach
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