POMCP-based decentralized spatial task allocation algorithms for partially observable environments

S Amini, M Palhang, N Mozayani - Applied Intelligence, 2023 - Springer
Spatial task allocation has many applications in realistic multi-robot systems and has been
studied for several years by many researchers. However, most of the researches conducted …

Task allocation in multi-agent systems with grammar-based evolution

D Samarasinghe, M Barlow, E Lakshika… - Proceedings of the 21st …, 2021 - dl.acm.org
This paper presents a grammar-based evolutionary model to facilitate autonomous
emergence of task allocation for intelligent multi-agent systems. The approach adopts a …

An Approximate Method for Spatial Task Allocation in Partially Observable Environments

S Amini, M Palhang, N Mozayani - 2023 28th International …, 2023 - ieeexplore.ieee.org
Multi-robot task allocation has many applications in the real world. Robots often have noisy
or local sensor readings, making their workspace partially observable. This paper proposes …

[PDF][PDF] Task Allocation in Multi-Agent Systems with Grammar-Based Evolution

D Samarasinghe Widana Arachchige, M Barlow… - 2021 - unsworks.unsw.edu.au
This paper presents a grammar-based evolutionary model to facilitate autonomous
emergence of task allocation for intelligent multi-agent systems. The approach adopts a …