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…