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20222026
most citedLearning a local trading strategy: deep reinforcement learning for grid-scale renewable energy integration

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cs.LG2026

Actor-Accelerated Policy Dual Averaging for Reinforcement Learning in Continuous Action Spaces

Ji Gao, Caleb Ju, Guanghui Lan +1

Policy Dual Averaging (PDA) offers a principled Policy Mirror Descent (PMD) framework that more naturally admits value function approximation than standard PMD, enabling the use of…