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ER-DCOP: Optimizing Stochastic Utilities by contato is a document available to read on EtoBox.
What is ER-DCOP: Optimizing Stochastic Utilities about?
The paper introduces the Expected Regret DCOP (ER-DCOP) framework to address the limitations of traditional Distributed Constraint Optimization Problems (DCOPs) by incorporating uncertainty in constraint utilities. It presents the ER-DPOP algorithm, which is designed to minimize expected regret and can operate without requiring complete knowledge of probability distributions. The authors evaluate two implementations of ER-DPOP, demonstrating their effectiveness in solving multi-agent coordination problems c
- Author
- contato
- Language
- EN