conftrace_

natural actor-critic

12 papers

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Also known as

NAC

Co-occurring keywords

policy gradient (520) reinforcement learning (4352) sample complexity (1169) value function (295) policy iteration (99) approximate dynamic programming (31) natural gradient (75) markov decision process (790) function approximation (319) multi-agent reinforcement learning (538)

Papers

Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation NIPS 2023
A Natural Actor-Critic Framework for Zero-Sum Markov Games ICML 2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NIPS 2022
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis ICML 2022
Actor-Critic based Improper Reinforcement Learning ICML 2022
Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm ICML 2021
Improving Sample Complexity Bounds for (Natural) Actor-Critic Algorithms NIPS 2020
Bias in Natural Actor-Critic Algorithms ICML 2014
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result NIPS 2013
Projected Natural Actor-Critic NIPS 2013
A reinterpretation of the policy oscillation phenomenon in approximate policy iteration NIPS 2011
Natural Actor-Critic for Road Traffic Optimisation NIPS 2006