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Given a natural language instruction and an input scene, our goal is to train a model to output a manipulation program that can be executed by the robot. Prior approaches for this task possess one of the following limitations: (i) rely on…

Automating activities through robots in unstructured environments, such as construction sites, has been a long-standing desire. However, the high degree of unpredictable events in these settings has resulted in far less adoption compared to…

机器人学 · 计算机科学 2024-07-23 Hossein Naderi , Alireza Shojaei , Lifu Huang

Existing robot policies predominantly adopt the task-centric approach, requiring end-to-end task data collection. This results in limited generalization to new tasks and difficulties in pinpointing errors within long-horizon, multi-stage…

Manually checking models for compliance against building regulation is a time-consuming task for architects and construction engineers. There is thus a need for algorithms that process information from construction projects and report…

人工智能 · 计算机科学 2019-10-02 Nicolas Bus , Ana Roxin , Guillaume Picinbono , Muhammad Fahad

Robotic systems used in safety-critical industrial situations often rely on modular software architectures, and increasingly include autonomous components. Verifying that these modular robotic systems behave as expected requires approaches…

计算机科学中的逻辑 · 计算机科学 2023-12-01 Matt Luckcuck , Marie Farrell , Angelo Ferrando , Rafael C. Cardoso , Louise A. Dennis , Michael Fisher

Known attempts to build autonomous robots rely on complex control architectures, often implemented with the Robot Operating System platform (ROS). Runtime adaptation is needed in these systems, to cope with component failures and with…

We present AlloyInEcore, a tool for specifying metamodels with their static semantics to facilitate automated, formal reasoning on models. Software development projects require that software systems be specified in various models (e.g.,…

软件工程 · 计算机科学 2024-03-06 Ferhat Erata , Arda Goknil , Ivan Kurtev , Bedir Tekinerdogan

Enabling humanoid robots to perform autonomously loco-manipulation in unstructured environments is crucial and highly challenging for achieving embodied intelligence. This involves robots being able to plan their actions and behaviors in…

机器人学 · 计算机科学 2024-08-16 Jin Wang , Arturo Laurenzi , Nikos Tsagarakis

Large-language models (LLMs) hold significant promise in improving human-robot interaction, offering advanced conversational skills and versatility in managing diverse, open-ended user requests in various tasks and domains. Despite the…

机器人学 · 计算机科学 2024-01-09 Callie Y. Kim , Christine P. Lee , Bilge Mutlu

In this paper we propose FlexHRC+, a hierarchical human-robot cooperation architecture designed to provide collaborative robots with an extended degree of autonomy when supporting human operators in high-variability shop-floor tasks. The…

机器人学 · 计算机科学 2020-09-08 Kourosh Darvish , Enrico Simetti , Fulvio Mastrogiovanni , Giuseppe Casalino

A robot's actions are inherently stochastic, as its sensors are noisy and its actions do not always have the intended effects. For this reason, the agent language Golog has been extended to models with degrees of belief and stochastic…

人工智能 · 计算机科学 2023-03-02 Till Hofmann , Vaishak Belle

Managing requirements on quality aspects is an important issue in the development of software systems. Difficulties arise from expressing them appropriately what in turn results from the difficulty of the concept of quality itself. Building…

软件工程 · 计算机科学 2016-11-07 Stefan Wagner , Florian Deissenboeck , Sebastian Winter

There is an increasing interest in research on the combination of AI techniques and methods with MDE. However, there is a gap between AI and MDE practices, as well as between researchers and practitioners. This paper tackles this gap by…

软件工程 · 计算机科学 2022-08-30 Johan Bergelin , Per Erik Strandberg

It is a long-standing desire of industry and research to automate the software development and testing process as much as possible. In this process, requirements engineering (RE) plays a fundamental role for all other steps that build on…

软件工程 · 计算机科学 2023-09-26 Viju Sudhi , Libin Kutty , Robin Gröpler

This paper discusses a model-based approach to validate software requirements in agile development processes by simulation and in particular automated testing. The use of models as central development artifact needs to be added to the…

软件工程 · 计算机科学 2014-09-24 Jewgenij Botaschanjan , Markus Pister , Bernhard Rumpe

The architecture of a robotics software framework tremendously influences the effort and time it takes for end users to test new concepts in a simulation environment and to control real hardware. Many years of activity in the field allowed…

机器人学 · 计算机科学 2023-07-26 Michele Focchi , Francesco Roscia , Claudio Semini

Rigid body dynamics algorithms play a crucial role in several components of a robot controller and simulations. Real time constraints in high frequency control loops and time requirements of specific applications demand these functions to…

机器人学 · 计算机科学 2013-01-31 Marco Frigerio , Jonas Buchli , Darwin G. Caldwell

[Context&Motivation]Due to the managerial ,operational and evolutionary independence of constituent systems (CSs) in a System of Systems (SoS) context, top-down and linear requirements engineering (RE) approaches are insufficient. RE…

软件工程 · 计算机科学 2021-02-11 Carsten Wiecher , Joel Greenyer , Carsten Wolff , Harald Anacker , Roman Dumitrescu

Software developers usually start coding an application with no formal architecture in mind and relying on intuition and experience instead of on well-known design patters. A different approach is recommended for the development of IoT…

软件工程 · 计算机科学 2020-03-18 Fabrizio Borelli , Gabriela Biondi , Flávio Horita , Carlos Kamienski

Autonomous robots combine a variety of skills to form increasingly complex behaviors called missions. While the skills are often programmed at a relatively low level of abstraction, their coordination is architecturally separated and often…

机器人学 · 计算机科学 2020-11-17 Razan Ghzouli , Thorsten Berger , Einar Broch Johnsen , Swaib Dragule , Andrzej Wąsowski