We present a generalized agent framework for meta-level control called GeMEC. We describe GEMEC's decen- tralized Markov Decision Process (DEC-MDP)-based model ...

In the multiagent context, metalevel control decisions by different agents that are part of a agent network need to be coordinated. These agents may have ...

Anita Raja is Associate Professor in the Department of Software and Information Systems at the University of North Carolina at Charlotte.

This model will capture interactions where meta-level decisions made in one agent's MDP can affect meta-level MDPs of other agents. The cost of meta-level ...

We present a generalized agent framework for meta-level control called GeMEC. We describe GEMEC's decentralized Markov Decision Process (DEC-MDP)-based model ...

6 Citations · Multiagent meta-level control for radar coordination · Decision-theoretic meta-reasoning in partially observable and decentralized settings.

Mar 15, 2023 · This paper proposes a meta-level control mechanism of coordination protocols in a multi-agent system. In an open environment, an agent needs ...

Following this framework, the contributors consider metalevel control of computational activities, introspective monitoring, distributed metareasoning, and, ...

Sep 2, 2016 · Metalevel rationality refers to an agent controlling its computations in an optimal manner; it is, sadly, just as impossible as perfect ...

In this paper, we propose a metalevel coor- dination strategy to implement an adaptive organization for reactive cooperative plan-.