UW-ER integrates predictive uncertainty into experience replay for stable online CSI prediction in MIMO systems, showing NMSE near 0 dB and strong uncertainty-error correlation on 3GPP data.
Uncertainty-based dynamic weighted experience replay for human-in-the-loop deep reinforcement learning
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Uncertainty-Weighted Experience Replay for Continual MIMO Channel Prediction
UW-ER integrates predictive uncertainty into experience replay for stable online CSI prediction in MIMO systems, showing NMSE near 0 dB and strong uncertainty-error correlation on 3GPP data.