Off-Policy Integral Reinforcement Learning Method for Multi-player Non-zero-Sum Games

Studies in Systems, Decision and Control - Adaptive Dynamic Programming: Single and Multiple Controllers ◽

10.1007/978-981-13-1712-5_12 ◽

2018 ◽

pp. 227-249

Author(s):

Ruizhuo Song ◽

Qinglai Wei ◽

Qing Li

Keyword(s):

Reinforcement Learning ◽

Learning Method ◽

Zero Sum Games ◽

Zero Sum

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Reinforcement Learning Algorithms for Uncertain, Dynamic, Zero-Sum Games

2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) ◽

10.1109/icmla.2018.00015 ◽

2018 ◽

Cited By ~ 3

Author(s):

Snehasis Mukhopadhyay ◽

Omkar Tilak ◽

Subir Chakrabarti

Keyword(s):

Reinforcement Learning ◽

Learning Algorithms ◽

Zero Sum Games ◽

Zero Sum

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Optimal tracking control for non‐zero‐sum games of linear discrete‐time systems via off‐policy reinforcement learning

Optimal Control Applications and Methods ◽

10.1002/oca.2597 ◽

2020 ◽

Vol 41 (4) ◽

pp. 1233-1250

Author(s):

Yinlei Wen ◽

Huaguang Zhang ◽

Hanguang Su ◽

He Ren

Keyword(s):

Reinforcement Learning ◽

Discrete Time ◽

Tracking Control ◽

Optimal Tracking ◽

Zero Sum Games ◽

Optimal Tracking Control ◽

Discrete Time Systems ◽

Zero Sum ◽

Time Systems

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Integral reinforcement learning-based online adaptive event-triggered control for non-zero-sum games of partially unknown nonlinear systems

Neurocomputing ◽

10.1016/j.neucom.2019.09.088 ◽

2020 ◽

Vol 377 ◽

pp. 243-255 ◽

Cited By ~ 3

Author(s):

Hanguang Su ◽

Huaguang Zhang ◽

Shaoxin Sun ◽

Yuliang Cai

Keyword(s):

Reinforcement Learning ◽

Nonlinear Systems ◽

Zero Sum Games ◽

Zero Sum ◽

Event Triggered

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Neural-network-based synchronous iteration learning method for multi-player zero-sum games

Neurocomputing ◽

10.1016/j.neucom.2017.02.051 ◽

2017 ◽

Vol 242 ◽

pp. 73-82 ◽

Cited By ~ 23

Author(s):

Ruizhuo Song ◽

Qinglai Wei ◽

Biao Song

Keyword(s):

Neural Network ◽

Learning Method ◽

Zero Sum Games ◽

Zero Sum

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Integral Reinforcement Learning for Linear Continuous-Time Zero-Sum Games With Completely Unknown Dynamics

IEEE Transactions on Automation Science and Engineering ◽

10.1109/tase.2014.2300532 ◽

2014 ◽

Vol 11 (3) ◽

pp. 706-714 ◽

Cited By ~ 92

Author(s):

Hongliang Li ◽

Derong Liu ◽

Ding Wang

Keyword(s):

Reinforcement Learning ◽

Continuous Time ◽

Zero Sum Games ◽

Time Zero ◽

Zero Sum

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Reinforcement Learning for Average Reward Zero-Sum Games

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_4 ◽

2004 ◽

pp. 49-63

Author(s):

Shie Mannor

Keyword(s):

Reinforcement Learning ◽

Average Reward ◽

Zero Sum Games ◽

Zero Sum

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Event-based Integral Reinforcement Learning Algorithm for Non-zero-sum Games of Partially Unknown Nonlinear Systems

2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls52934.2021.9455455 ◽

2021 ◽

Author(s):

Hanguang Su ◽

Huaguang Zhang ◽

Yanhong Luo ◽

Qiuye Sun

Keyword(s):

Reinforcement Learning ◽

Nonlinear Systems ◽

Learning Algorithm ◽

Zero Sum Games ◽

Zero Sum ◽

Event Based ◽

Reinforcement Learning Algorithm

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A novel Z-function-based completely model-free reinforcement learning method to finite-horizon zero-sum game of nonlinear system

Nonlinear Dynamics ◽

10.1007/s11071-021-07049-z ◽

2022 ◽

Author(s):

Zhe Chen ◽

Wenqian Xue ◽

Ning Li ◽

Bosen Lian ◽

Frank L. Lewis

Keyword(s):

Reinforcement Learning ◽

Nonlinear System ◽

Finite Horizon ◽

Learning Method ◽

Model Free ◽

Zero Sum

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Cooperative reinforcement learning based on zero-sum games

2008 SICE Annual Conference ◽

10.1109/sice.2008.4655172 ◽

2008 ◽

Cited By ~ 2

Author(s):

Kao-Shing Hwang ◽

Jeng-Yih Chiou ◽

Tse-Yu Chen

Keyword(s):

Reinforcement Learning ◽

Zero Sum Games ◽

Zero Sum

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Data-Driven Integral Reinforcement Learning for Continuous-Time Non-Zero-Sum Games

IEEE Access ◽

10.1109/access.2019.2923845 ◽

2019 ◽

Vol 7 ◽

pp. 82901-82912 ◽

Cited By ~ 5

Author(s):

Yongliang Yang ◽

Liming Wang ◽

Hamidreza Modares ◽

Dawei Ding ◽

Yixin Yin ◽

...

Keyword(s):

Reinforcement Learning ◽

Continuous Time ◽

Data Driven ◽

Zero Sum Games ◽

Zero Sum

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