Cellular Learning Automata Versus Multi-agent Reinforcement Learning

Cellular Learning Automata: Theory and Applications - Studies in Systems, Decision and Control ◽

10.1007/978-3-030-53141-6_8 ◽

2020 ◽

pp. 335-365

Author(s):

Reza Vafashoar ◽

Hossein Morshedlou ◽

Alireza Rezvanian ◽

Mohammad Reza Meybodi

Keyword(s):

Reinforcement Learning ◽

Learning Automata ◽

Multi Agent ◽

Cellular Learning Automata

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Applications of Cellular Learning Automata and Reinforcement Learning in Global Optimization

Cellular Learning Automata: Theory and Applications - Studies in Systems, Decision and Control ◽

10.1007/978-3-030-53141-6_4 ◽

2020 ◽

pp. 157-224

Author(s):

Reza Vafashoar ◽

Hossein Morshedlou ◽

Alireza Rezvanian ◽

Mohammad Reza Meybodi

Keyword(s):

Global Optimization ◽

Reinforcement Learning ◽

Learning Automata ◽

Cellular Learning Automata

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Reinforcement learning in learning automata and cellular learning automata via multiple reinforcement signals

Knowledge-Based Systems ◽

10.1016/j.knosys.2019.01.021 ◽

2019 ◽

Vol 169 ◽

pp. 1-27 ◽

Author(s):

Reza Vafashoar ◽

Mohammad Reza Meybodi

Keyword(s):

Reinforcement Learning ◽

Learning Automata ◽

Cellular Learning Automata

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Learning Automata as a Basis for Multi Agent Reinforcement Learning

Learning and Adaption in Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/11691839_3 ◽

2006 ◽

pp. 71-85 ◽

Author(s):

Ann Nowé ◽

Katja Verbeeck ◽

Maarten Peeters

Keyword(s):

Reinforcement Learning ◽

Learning Automata ◽

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Generalized learning automata for multi-agent reinforcement learning

AI Communications ◽

10.3233/aic-2010-0476 ◽

2010 ◽

Vol 23 (4) ◽

pp. 311-324 ◽

Author(s):

Yann-Michaël De Hauwere ◽

Peter Vrancx ◽

Ann Nowé

Keyword(s):

Reinforcement Learning ◽

Learning Automata ◽

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Distributed task allocation in multi-agent environments using cellular learning automata

Soft Computing ◽

10.1007/s00500-017-2839-5 ◽

2017 ◽

Vol 23 (4) ◽

pp. 1199-1218 ◽

Author(s):

Maryam Khani ◽

Ali Ahmadi ◽

Hajar Hajary

Keyword(s):

Task Allocation ◽

Learning Automata ◽

Multi Agent ◽

Distributed Task Allocation ◽

Cellular Learning Automata

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Multi-Agent Deep Reinforcement Learning for Decentralized Cooperative Traffic Signal Control

10.1061/9780784483053.039 ◽

2020 ◽

Author(s):

Yang Zhao ◽

Jian-Ming Hu ◽

Ming-Yang Gao ◽

Zuo Zhang

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

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Output feedback reinforcement learning based optimal output synchronisation of heterogeneous discrete-time multi-agent systems

IET Control Theory and Applications ◽

10.1049/iet-cta.2018.6266 ◽

2019 ◽

Vol 13 (17) ◽

pp. 2866-2876

Author(s):

Syed Ali Asad Rizvi ◽

Zongli Lin

Keyword(s):

Reinforcement Learning ◽

Discrete Time ◽

Output Feedback ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

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Multi-agent deep reinforcement learning with type-based hierarchical group communication

Applied Intelligence ◽

10.1007/s10489-020-02065-9 ◽

2021 ◽

Author(s):

Hao Jiang ◽

Dianxi Shi ◽

Chao Xue ◽

Yajie Wang ◽

Gongju Wang ◽

...

Keyword(s):

Reinforcement Learning ◽

Group Communication ◽

Multi Agent ◽

Hierarchical Group

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Multi-Agent Deep Reinforcement Learning Based Cooperative Edge Caching for Ultra-Dense Next-Generation Networks

IEEE Transactions on Communications ◽

10.1109/tcomm.2020.3044298 ◽

2020 ◽

pp. 1-1

Author(s):

Shuangwu Chen ◽

Zhen Yao ◽

Xiaofeng Jiang ◽

Jian Yang ◽

Lajos Hanzo

Keyword(s):

Reinforcement Learning ◽

Next Generation Networks ◽

Next Generation ◽

Multi Agent ◽

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Coordinated Ramp Metering Control Based on Multi-Agent Reinforcement Learning

2020 35th Youth Academic Annual Conference of Chinese Association of Automation (YAC) ◽

10.1109/yac51587.2020.9337711 ◽

2020 ◽

Author(s):

Jiyuan Tan ◽

Qianqian Qiu ◽

Weiwei Guo

Keyword(s):

Reinforcement Learning ◽

Ramp Metering ◽

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