Individual behavior in uncertain situations: an interpretation in terms of statistical association theory. In (1), chap. 9. Flood, M. W. Game-learning theory and some decision-making experiments. In (1), chap. 10. Flood, M. W. Environmental non-stationarity in a sequential decision-making ...
Game Theory : The formal theory of interdependent decision-making. Classical Game Theory : Branch of game theory devoted to the formal analysis of how rational players should behave in order to attain the maximum possible payoff. Evolutionary Game Theory : Branch of game theory that studies the ...
"The study deals with an analysis of a zero-sum, two-person game situation in terms of statistical learning theory and game theory… . Analysis of the data... RC Atkinson,P Suppes - 《J Exp Psychol》 被引量: 53发表: 1958年 ON GAME-LEARNING THEORY AND SOME DECISION-MAKING EXPERIMENTS ...
Reinforcement learning Online learning and decision-making Interactions of learning theory with other mathematical fields High-dimensional and non-parametric statistics Kernel methods Causality Theoretical analysis of probabilistic graphical models Bayesian methods in learning Game theory and learning Learning with...
A comparison of game theory and learning theory 来自 Semantic Scholar 喜欢 0 阅读量: 57 作者: Herbert Simon 摘要: It is shown that Estes' formula for the asymptotic behavior of a subject under conditions of partial reinforcement can be derived from the assumption that the subject is ...
我们区分了stateless games和Markov game techniques,stateless games侧重于在假定环境稳定的情况下处理多智能体交互,而Markov game techniques则处理多智能体交互和动态环境。 此外,我们还显示了智能体用于学习的信息。 独立学习者仅根据自己的奖励观察来学习,而联合行动学习者使用对其他代理人的行动和可能的奖励的观察。
《The Theory of Learning in Games》是1998年The MIT Press出版的图书，作者是Drew Fudenberg、David K. Levine。内容简介 In economics, most noncooperative game theory has focused on equilibrium in games, especially Nash equilibrium and its refinements. The traditional explanation for when and why ...
It is proposed to show that Professor Zeuthen's solution of the bargaining problem (antedating the von Neumann-Morgenstern theory of games by more than a d... JC Harsanyi - 《Econometrica》 被引量: 582发表: 1956年 Game Theory and the Social Contract, Volume 1 In Game Theory and the Soci...
一、引言 多智能体强化学习的标准模型: 多智能体产生动作a1,a2...an联合作用于环境,环境返回当前的状态st和奖励rt。智能体接受到系统的反馈st和ri,根据反馈信息选择下一步的策略。 二、重复博弈 正规形式博弈 定义:正规形式的博弈是一个元组(n,A1,...,n,R1,...,n) n