The MADKIT Agent Platform Architecture
Revised Papers from the International Workshop on Infrastructure for Multi-Agent Systems: Infrastructure for Agents, Multi-Agent Systems, and Scalable Multi-Agent Systems
Journal of Systems and Software
Online resource allocation using decompositional reinforcement learning
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
A cooperative reservation protocol for parking spaces in vehicular ad hoc networks
Mobility '09 Proceedings of the 6th International Conference on Mobile Technology, Application & Systems
Energy-efficient resource allocation in wireless networks with quality-of-service constraints
IEEE Transactions on Communications
Fast algorithms for resource allocation in wireless cellular networks
IEEE/ACM Transactions on Networking (TON)
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In this paper, we define the online localized resource allocation problem, especially relevant for modeling transportation applications. This model takes into account simultaneously the dynamic locations of the resources and the consumers, together with their online nondeterministic appearance. We instantiate the model with the urban parking management problem, and propose a multiagent system to solve it. The solution is based on a community of drivers who share their knowledge about available parking spots.