Rational Bidding Using Reinforcement Learning An Application in Automated Resource Allocation

@inproceedings{Borissov2008RationalBU,
  title={Rational Bidding Using Reinforcement Learning An Application in Automated Resource Allocation},
  author={Nikolay Borissov and Arun Anandasivam and Niklas Wirstr{\"o}m and Dirk Neumann},
  year={2008}
}
The application of autonomous agents by the provisioning and usage of computational resources is an attractive research field. Various methods and technologies in the area of artificial intelligence, statistics and economics are playing together to achieve i) autonomic resource provisioning and usage of computational resources, to invent ii) competitive bidding strategies for widely used market mechanisms and to iii) incentivize consumers and providers to use such market-based systems. The… CONTINUE READING