Discrete Soft Actor-Critic Algorithm With Heuristic-Based Action Mapping for RMSCA in MCF-EONs
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DOI: 10.1109/jlt.2025.3617511
Abstract: This paper proposes a novel deep reinforcement learning (DRL) architecture that enables effective decoupling between the agent and the environment for routing, modulation, spectrum, and core allocation (RMSCA) in multi-core fiber elastic optical networks (MCF-EONs).… read more here.
Keywords: action mapping; rmsca; based action; heuristic based ... See more keywords