Frits de Nijs

Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs

2017 · Proceedings of the AAAI Conference on Artificial Intelligence

Multi-agent planning problems with constraints on global resource consumption occur in several domains. Existing algorithms for solving Multi-agent Markov Decision Processes can compute policies that meet a resource constraint in expectation, but these policies provide …