A monotonic 'switch-type' policy network beats MLP policies on sample efficiency and zero-shot generalization in queueing network control tasks.
Dynamic server allocation to parallel queues with randomly varying connectivity,
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A Novel Switch-Type Policy Network for Resource Allocation Problems: Technical Report
A monotonic 'switch-type' policy network beats MLP policies on sample efficiency and zero-shot generalization in queueing network control tasks.