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Successful group meetings, such as those implemented in group behavioral-change programs, work meetings, and other social contexts, must promote individual goal setting and execution while strengthening the social relationships within the…

计算与语言 · 计算机科学 2025-08-07 Xinyu Zhao , Zhen Tan , Maya Enisman , Minjae Seo , Marta R. Durantini , Dolores Albarracin , Tianlong Chen

TalkWithMachines aims to enhance human-robot interaction by contributing to interpretable industrial robotic systems, especially for safety-critical applications. The presented paper investigates recent advancements in Large Language Models…

机器人学 · 计算机科学 2024-12-23 Ammar N. Abbas , Csaba Beleznai

We introduce $\Psi_0$ (Psi-Zero), an open foundation model to address challenging humanoid loco-manipulation tasks. While existing approaches often attempt to address this fundamental problem by co-training on large and diverse human and…

Visual navigation tasks are critical for household service robots. As these tasks become increasingly complex, effective communication and collaboration among multiple robots become imperative to ensure successful completion. In recent…

机器人学 · 计算机科学 2024-07-02 Pengying Wu , Yao Mu , Kangjie Zhou , Ji Ma , Junting Chen , Chang Liu

Developing autonomous home robots controlled by natural language has long been a pursuit of humanity. While advancements in large language models (LLMs) and embodied intelligence make this goal closer, several challenges persist: the lack…

机器人学 · 计算机科学 2025-05-16 Dongping Li , Tielong Cai , Tianci Tang , Wenhao Chai , Katherine Rose Driggs-Campbell , Gaoang Wang

The realization of Artificial General Intelligence (AGI) necessitates Embodied AI agents capable of robust spatial perception, effective task planning, and adaptive execution in physical environments. However, current large language models…

Recent advances in Vision-Language Models (VLMs) have motivated the development of multi-modal search agents that can actively invoke external search tools and integrate retrieved evidence through multi-step reasoning. While promising,…

人工智能 · 计算机科学 2026-03-03 Zhixiang Wang , Jingxuan Xu , Dajun Chen , Yunfang Wu , Wei Jiang , Yong Li

Human robot interaction is an exciting task, which aimed to guide robots following instructions from human. Since huge gap lies between human natural language and machine codes, end to end human robot interaction models is fair challenging.…

机器人学 · 计算机科学 2023-08-25 Zichao Dong , Weikun Zhang , Xufeng Huang , Hang Ji , Xin Zhan , Junbo Chen

Human motion generation has emerged as a critical technology with transformative potential for real-world applications. However, existing vision-language-motion models (VLMMs) face significant limitations that hinder their practical…

计算机视觉与模式识别 · 计算机科学 2025-08-12 Bin Cao , Sipeng Zheng , Ye Wang , Lujie Xia , Qianshan Wei , Qin Jin , Jing Liu , Zongqing Lu

Embodied navigation agents built upon large reasoning models (LRMs) can handle complex, multimodal environmental input and perform grounded reasoning per step to improve sequential decision-making for long-horizon tasks. However, a critical…

人工智能 · 计算机科学 2026-04-10 He Zhao , Yijun Yang , Zichuan Lin , Deheng Ye , Chunyan Miao

Humanoid robots deployed in industrial environments are required to perform load-carrying transportation tasks that tightly couple locomotion and manipulation. However, achieving stable and robust locomotion under varying payloads and…

机器人学 · 计算机科学 2026-03-17 Lequn Fu , Yijun Zhong , Xiao Li , Yibin Liu , Zhiyuan Xu , Jian Tang , Shiqi Li

Recent progress in vision language foundation models has shown their ability to understand multimodal data and resolve complicated vision language tasks, including robotics manipulation. We seek a straightforward way of making use of…

机器人学 · 计算机科学 2024-02-06 Xinghang Li , Minghuan Liu , Hanbo Zhang , Cunjun Yu , Jie Xu , Hongtao Wu , Chilam Cheang , Ya Jing , Weinan Zhang , Huaping Liu , Hang Li , Tao Kong

Developing a general robot manipulation system capable of performing a wide range of tasks in complex, dynamic, and unstructured real-world environments has long been a challenging task. It is widely recognized that achieving human-like…

机器人学 · 计算机科学 2025-06-30 Shiyi Wang , Wenbo Li , Yiteng Chen , Qingyao Wu , Huiping Zhuang

The development of general robotic systems capable of manipulating in unstructured environments is a significant challenge. While Vision-Language Models(VLM) excel in high-level commonsense reasoning, they lack the fine-grained 3D spatial…

机器人学 · 计算机科学 2025-01-08 Mingjie Pan , Jiyao Zhang , Tianshu Wu , Yinghao Zhao , Wenlong Gao , Hao Dong

This paper introduces CognitiveDog, a pioneering development of quadruped robot with Large Multi-modal Model (LMM) that is capable of not only communicating with humans verbally but also physically interacting with the environment through…

Human-robot collaboration requires robots to quickly infer user intent, provide transparent reasoning, and assist users in achieving their goals. Our recent work introduced GUIDER, our framework for inferring navigation and manipulation…

机器人学 · 计算机科学 2025-08-18 Cesar Alan Contreras , Manolis Chiou , Alireza Rastegarpanah , Michal Szulik , Rustam Stolkin

Foundation Models (FMs), e.g., large language models, possess attributes of intelligence which offer promise to endow a robot with the contextual understanding necessary to navigate complex, unstructured tasks in the wild. We see three core…

Large language models (LLMs) are becoming the foundation for autonomous agents that can use tools to solve complex tasks. Reinforcement learning (RL) has emerged as a common approach for injecting such agentic capabilities, but typically…

机器学习 · 计算机科学 2026-02-26 Emre Can Acikgoz , Cheng Qian , Jonas Hübotter , Heng Ji , Dilek Hakkani-Tür , Gokhan Tur

Large Language Models (LLMs) have recently empowered agentic frameworks to exhibit advanced reasoning and planning capabilities. However, their integration in robotic control pipelines remains limited in two aspects: (1) prior…

机器人学 · 计算机科学 2026-01-30 Vitor Gaboardi dos Santos , Ibrahim Khadraoui , Ibrahim Farhat , Hamza Yous , Samy Teffahi , Hakim Hacid

Embodied agents are expected to operate persistently in dynamic physical environments, continuously acquiring new capabilities over time. Existing approaches to improving agent performance often rely on modifying the agent itself -- through…

机器人学 · 计算机科学 2026-05-22 Xue Qin , Simin Luan , John See , Cong Yang , Zhijun Li