A multi-objective reinforcement learning framework that optimizes an emissions-per-bit metric for 6G downlink resource allocation reports roughly 26% lower simulated emissions per bit than energy-efficiency-only baselines.
Joint Optimization of Internet-of- Things and Smart Grid for Energy Generation, Battery (Dis) charging, and Inf ormation Delivery,
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Next-Generation Sustainable Wireless Systems: Energy Efficiency Meets Environmental Impact
A multi-objective reinforcement learning framework that optimizes an emissions-per-bit metric for 6G downlink resource allocation reports roughly 26% lower simulated emissions per bit than energy-efficiency-only baselines.