natural actor-critic

Global Convergence of Average Reward Constrained MDPs with Neural Critic and General Policy Parameterization UAI 2026 Finite-Time Analysis of Three-Timescale Constrained Actor-Critic and Constrained Natural Actor-Critic Algorithms. UAI 2024 Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation ICML 2024 Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation NeurIPS 2023 Actor-Critic based Improper Reinforcement Learning ICML 2022 A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NeurIPS 2022 A Natural Actor-Critic Framework for Zero-Sum Markov Games ICML 2022 Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis ICML 2022 Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm ICML 2021 Improving Sample Complexity Bounds for (Natural) Actor-Critic Algorithms NeurIPS 2020 Bias in Natural Actor-Critic Algorithms ICML 2014 Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result NeurIPS 2013 Projected Natural Actor-Critic NeurIPS 2013 A reinterpretation of the policy oscillation phenomenon in approximate policy iteration NeurIPS 2011 Natural Actor-Critic for Road Traffic Optimisation NeurIPS 2006