Modeling communication of collaborative multiagent system under epistemic planning
نویسندگان
چکیده
In most multiagent applications, communication is essential among agents to coordinate their actions, and thus achieve goal. However, often has a related cost that affects overall system performance. this paper, we draw inspiration from studies of epistemic planning develop model for allows them cooperate make decisions effectively within task. The proposed treats process as an action modifies the state team. two simulated tasks, evaluate whether can higher performance using protocol modeled in our framework. Based on empirical study conducted search rescue tasks with different scenarios, results show improved team across all scenarios compared baseline models.
منابع مشابه
Multiagent Planning Under Uncertainty with Stochastic Communication Delays
We consider the problem of cooperative multiagent planning under uncertainty, formalized as a decentralized partially observable Markov decision process (Dec-POMDP). Unfortunately, in these models optimal planning is provably intractable. By communicating their local observations before they take actions, agents synchronize their knowledge of the environment, and the planning problem reduces to...
متن کاملModularity and Communication in Multiagent Planning
Automation of planning techniques can potentially save a great deal of design and programming time, and can help robots design plans when human help is not available. Currently, the computational cost of machine planning algorithms prevents wide-spread use of these systems, and these costs are magni ed in multiagent systems. The most expensive and time-consuming aspect of multiagent systems, co...
متن کاملModeling of RF Waves in Free Space Optical Communication System Under Gamma-Gamma Turbulent Channel Effect
In this paper, an enhancement design of communication system using optical radio frequency (RF) waves in free space optical communication (FSO) system is presented. To our knowledge, it is the first time that the effect of Gamma-Gamma turbulent channel model on the performance of the proposed system is analyzed and simulated. To obtain an optical communication system with good performance and h...
متن کاملCooperative Production Networks - Multiagent Modeling and Planning
Consumer goods are mainly produced in multiple steps through a long process. These steps are often done by separate, independent production nodes (enterprises), linked by supply chains. The networks of enterprises—where members have their own objectives and act in an autonomous, rational way to reach their goals—can be naturally modeled by agent-based methodology. The inner structure of each en...
متن کاملDesigning for Cognitive Communication: Epistemic Fidelity or Mediating Collaborative Inquiry?
Gaps between worldviews prevent students from interpreting displays literally, and thus limit the extent to which communication can be achieved by representing knowledge accurately. Hence, rather than merely representing mental models accurately, designers must focus on supporting communicative practices. I suggest four specific design principles within a mediated collaborative inquiry perspect...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Intelligent Systems
سال: 2021
ISSN: ['1098-111X', '0884-8173']
DOI: https://doi.org/10.1002/int.22536