热点:为混合的人机器人团队提供一个特设的团队合作平台
João G Ribeiro1, Luis Müller Henriques2, Sérgio Colcher2
1INESC-ID, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal.
PloS one
|June 28, 2024
概括
这项研究介绍了HOTSPOT,这是机器人和人类之间临时团队合作的新框架. 它使人机团队在没有事先协调的情况下实现了无协作,提高了运营效率.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 人工智能的人工智能
- 多代理系统 多代理系统
背景情况:
- 临时团队协作研究传统上侧重于单独代理系统.
- 在没有事先沟通的情况下,未知的代理人之间的协作是一个关键的挑战.
- 在人机交互中,特设团队合作的潜力在很大程度上仍未被探索.
研究的目的:
- 提出HOTSPOT,这是第一个专门为人机团队设计的临时团队合作框架.
- 解决将机器人整合为临时代理人,与人类队友合作的挑战.
- 为了促进混合人机器人团队的有效决策和沟通.
主要方法:
- 开发了一个决策理论模块,用于任务识别,队友识别和规划.
- 集成了一个基于自然语言处理的通信模块来解释人机交互.
- 通过一个涉及移动机器人和人类的合作物体收集任务来评估框架.
主要成果:
- 热点框架成功使机器人能够与人类队友一起作为特设代理.
- 决策理论和沟通模块有效地管理任务执行和交互.
- 在一个现实的人机协作任务中展示了框架的功能.
结论:
- 热点代表了人类机器人团队在特设团队工作中的重大进步.
- 拟议的框架在需要无人机协作的场景中具有广泛的应用.
- 未来的工作可以扩大决策和沟通能力,用于更复杂的任务.
相关概念视频
Stereotype Content Model
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence categorization, a person will feel...
Non-equilibrium in the Cell
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
Transformers
A device that transforms voltages from one value to another using induction is called a transformer. A transformer consists of two separate coils, or windings, wrapped around the same soft iron core. However, they are electrically insulated from each other.
The iron core has a substantial relative permeability. Therefore, the magnetic field lines generated due to the current in one winding are almost entirely confined within the core, such that the same magnetic flux permeates each turn of both...
The iron core has a substantial relative permeability. Therefore, the magnetic field lines generated due to the current in one winding are almost entirely confined within the core, such that the same magnetic flux permeates each turn of both...
Machines
Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. One example of a machine is the cutting plier, which is used to cut wires by applying forces to its handles. When equal and opposite forces are exerted on the handles of the cutting plier, they cause the cutting edges to come together and apply equal and opposite reaction forces on the wire, which are greater than the applied forces.
A free-body diagram of the...
A free-body diagram of the...
Mechanical Systems
Mechanical systems are analogous to to electrical networks where springs and masses play similar roles to inductors and capacitors, respectively. A viscous damper in mechanical systems functions similarly to a resistor in electrical networks, dissipating energy. The forces acting on a mass in such systems include an applied force in the direction of motion, counteracted by forces from the spring, a viscous damper, and the mass's acceleration. This interplay of forces is mathematically described...
Transformers in Distribution System
Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...


