RPF-Net regularizes the proportional fairness allocation with a learned penalty, cutting misreporting gains by over 80 percent while keeping near-optimal social welfare.
Revenue-optimal mechanism design for rate-differentiated energy services
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.GT 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Regularized Proportional Fairness Mechanism for Resource Allocation Without Money
RPF-Net regularizes the proportional fairness allocation with a learned penalty, cutting misreporting gains by over 80 percent while keeping near-optimal social welfare.