LAUSR

Reputation effects in stochastic games with two long-lived players

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1 Published in 2020 at "Economic Theory"

DOI: 10.1007/s00199-020-01252-6

Abstract: This paper extends the reputation result of Evans and Thomas (Econometrica 65(5):1153–1173, 1997) to stochastic games. Specifically, I analyze reputation effects with two long-lived (but not equally long) players in stochastic games, that is, in… read more here.

Keywords: stochastic games; reputation effects; two long; effects stochastic ... See more keywords

Discontinuous stochastic games

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0 Published in 2021 at "Economic Theory"

DOI: 10.1007/s00199-021-01374-5

Abstract: We prove for a large class of stochastic games with discontinuous payoffs, a stationary Markov perfect equilibrium exists under the condition of “continuation payoff security.” This condition is easy to verify and holds in many… read more here.

Keywords: games discontinuous; discontinuous stochastic; stochastic games;

A Potential Reduction Algorithm for Two-Person Zero-Sum Mean Payoff Stochastic Games

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1 Published in 2018 at "Dynamic Games and Applications"

DOI: 10.1007/s13235-016-0199-x

Abstract: We suggest a new algorithm for two-person zero-sum undiscounted stochastic games focusing on stationary strategies. Given a positive real $$\varepsilon $$ε, let us call a stochastic game $$\varepsilon $$ε-ergodic, if its values from any two… read more here.

Keywords: game; varepsilon; stochastic games; stationary strategies ... See more keywords

Distributed algorithms of stochastic games for robot systems in smart manufacturing.

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0 Published in 2025 at "Chaos"

DOI: 10.1063/5.0236086

Abstract: In this paper, we study the problem of distributed generalized stochastic Nash equilibrium seeking for robot systems over a connected undirected graph. We use the cost functions containing uncertainty to represent the system's performance under… read more here.

Keywords: algorithms stochastic; games robot; distributed algorithms; stochastic games ... See more keywords

Analyses of Tabular AlphaZero on Strongly-Solved Stochastic Games

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2 Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3246638

Abstract: The AlphaZero algorithm achieved superhuman levels of play in chess, shogi, and Go by learning without domain-specific knowledge except for game rules. This paper targets stochastic games and investigates whether AlphaZero can learn theoretical values… read more here.

Keywords: alphazero strongly; analyses tabular; alphazero; stochastic games ... See more keywords

Novel Intrusion Detection Strategies With Optimal Hyper Parameters for Industrial Internet of Things Based on Stochastic Games and Double Deep Q-Networks

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0 Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2024.3406386

Abstract: The Industrial Internet of Things (IIoT) has experienced rapid growth in recent years, with an increasing number of interconnected devices, thereby expanding the attack surface. Effectively detecting intrusions is crucial for safeguarding the IIoT systems… read more here.

Keywords: detection; double deep; intrusion detection; stochastic games ... See more keywords

SGD3QN: Joint Stochastic Games and Dueling Double Deep Q-Networks for Defending Malware Propagation in Edge Intelligence-Enabled Internet of Things

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0 Published in 2024 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2024.3420233

Abstract: Malware propagation in IoT (Internet of Things) systems can lead to data leakages, financial losses, and other serious consequences. To solve this issue, we propose a new active IoT malware propagation defence work. Specifically, aided… read more here.

Keywords: malware; dueling double; double deep; stochastic games ... See more keywords

Recursive Reasoning With Reduced Complexity and Intermittency for Nonequilibrium Learning in Stochastic Games.

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1 Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2022.3151250

Abstract: In this article, we propose a computationally and communicationally efficient approach for decision-making in nonequilibrium stochastic games. In particular, due to the inherent complexity of computing Nash equilibria, as well as the innate tendency of… read more here.

Keywords: nonequilibrium; reasoning reduced; recursive reasoning; level ... See more keywords