Distributed Consensus-Based Multi-Agent Off-Policy Temporal-Difference Learning

Author:

Stankovic Milos S.,Beko Marko,Stankovic Srdjan S.

Funder

Science Fund of the Republic of Serbia

Fundação para a Ciência e a Tecnologia

Publisher

IEEE

Reference34 articles.

1. Decentralized Parameter Estimation by Consensus Based Stochastic Approximation

2. Preface

3. Weak convergence properties of constrained emphatic temporal-difference learning with constant and slowly diminishing stepsize;yu;Journal of Machine Learning Research,2016

4. Cooperative off-policy prediction of Markov decision processes in adaptive networks

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1. Multi-agent off-policy actor-critic algorithm for distributed multi-task reinforcement learning;European Journal of Control;2023-11

2. Distributed consensus-based multi-agent temporal-difference learning;Automatica;2023-05

3. Multi-Agent Actor-Critic Multitask Reinforcement Learning based on GTD(1) with Consensus;2022 IEEE 61st Conference on Decision and Control (CDC);2022-12-06

4. Convergent Distributed Actor-Critic Algorithm Based on Gradient Temporal Difference;2022 30th European Signal Processing Conference (EUSIPCO);2022-08-29

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