most citedProvably Efficient Convergence of Primal-Dual Actor-Critic with Nonlinear Function Approximation

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cs.LG2022★ 1 cited

Provably Efficient Convergence of Primal-Dual Actor-Critic with Nonlinear Function Approximation

Jing Dong, Li Shen, Yinggan Xu +1

We study the convergence of the actor-critic algorithm with nonlinear function approximation under a nonconvex-nonconcave primal-dual formulation. Stochastic gradient descent ascen…