INFRAMIND is an infrastructure-aware multi-agent orchestration framework that uses RL on a hierarchical constrained MDP to jointly optimize topology, model selection, and scheduling under dynamic load.
URL https://proceedings.neurips.cc/paper_files/pap er/2024/file/a6deba3b2408af45b3f9994c2152b862-Paper-Conference.pdf
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INFRAMIND: Infrastructure-Aware Multi-Agent Orchestration
INFRAMIND is an infrastructure-aware multi-agent orchestration framework that uses RL on a hierarchical constrained MDP to jointly optimize topology, model selection, and scheduling under dynamic load.