TY - CONF
T1 - An Actor Based Architecture For Multi-Robot System With Application To Warehouse
AU - Singhal, Aniruddha
AU - Singh, Harsh Vardhan
AU - Penumatsa, Aarathi
AU - Bhatt, Nakul
AU - Ambwani, Prakash
AU - Kumar, Swagat
AU - Sinha, Rajesh
PY - 2018/5/29
Y1 - 2018/5/29
N2 - In this paper, we have presented a new architecture which allows humans and robots to work collaboratively in an environment. It is built on top of an actor model which uses a separate thread to process information of distinct entities like a human, robot or an algorithm. Because of the use of actor model, the system has advantages of both centralized and distributed systems. In contrast to existing architectures, the major advantage of the proposed system is its modularity and its ability to deal with problems like task allocation , task decomposition, collaboration and multi-robot pathfinding in a dynamic and reactive way. As a proof of concept, we have implemented this architecture with an auction-based algorithm for task allocation in an MRS and have presented the results.
AB - In this paper, we have presented a new architecture which allows humans and robots to work collaboratively in an environment. It is built on top of an actor model which uses a separate thread to process information of distinct entities like a human, robot or an algorithm. Because of the use of actor model, the system has advantages of both centralized and distributed systems. In contrast to existing architectures, the major advantage of the proposed system is its modularity and its ability to deal with problems like task allocation , task decomposition, collaboration and multi-robot pathfinding in a dynamic and reactive way. As a proof of concept, we have implemented this architecture with an auction-based algorithm for task allocation in an MRS and have presented the results.
UR - http://www.mendeley.com/research/actor-based-architecture-multirobot-system-application-warehouse
UR - http://www.mendeley.com/research/actor-based-architecture-multirobot-system-application-warehouse
U2 - 10.1145/3215525.3215530
DO - 10.1145/3215525.3215530
M3 - Paper
ER -