Finding nash equilibrium for imperfect information games via fictitious play based on local regret minimization
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22837
Abstract: Finding Nash equilibrium in the domain of imperfect information games as a challenging problem has received much attention. Neural Fictitious Self‐Play (NFSP) is a popular model‐free machine learning algorithm and has computed approximate Nash equilibrium… read more here.
Keywords: equilibrium; information games; nash equilibrium; imperfect information ... See more keywords
A Multi-Domain Anti-Jamming Scheme Based on Bayesian Stackelberg Game With Imperfect Information
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DOI: 10.1109/access.2022.3230004
Abstract: To deal with the smart jammer which can sense the legitimate communication and adjust its jamming policy, an anti-jamming game scheme is proposed in this paper to jointly optimize the transmission power and frequency hopping… read more here.
Keywords: domain; game; scheme; imperfect information ... See more keywords
Neural Fictitious Self-Play for Radar Antijamming Dynamic Game With Imperfect Information
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2022.3175186
Abstract: One emerging issue in modern electronic warfare is the competition between the radar and jammer, which in principle can be viewed as a noncooperative game with two players. In practice, the interaction between the radar… read more here.
Keywords: dynamic game; game; radar; imperfect information ... See more keywords
Distributed Social Learning With Imperfect Information
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2020.3010833
Abstract: We consider the social learning problem in the paper, where the individuals in a social group need to choose one of the given options with unknown stochastic qualities to gain payoffs. This problem has been… read more here.
Keywords: information; network; distributed social; learning imperfect ... See more keywords
Mastering the game of Stratego with model-free multiagent reinforcement learning
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DOI: 10.1126/science.add4679
Abstract: We introduce DeepNash, an autonomous agent that plays the imperfect information game Stratego at a human expert level. Stratego is one of the few iconic board games that artificial intelligence (AI) has not yet mastered.… read more here.
Keywords: imperfect information; game; reinforcement learning; stratego ... See more keywords
Imperfect information in macroeconomics
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DOI: 10.3917/reof.157.0181
Abstract: This article presents some recent theoretical and empirical contributions to the macroeconomic literature that challenge the perfect information hypo-thesis. By taking into account the information frictions encountered by economic agents, it is possible to explain… read more here.
Keywords: imperfect information; information; information macroeconomics; macroeconomics ... See more keywords