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pro vyhledávání: '"Anahtarci, Berkay"'
In this paper, we introduce the maximum casual entropy Inverse Reinforcement Learning (IRL) problem for discrete-time mean-field games (MFGs) under an infinite-horizon discounted-reward optimality criterion. The state space of a typical agent is fini
Externí odkaz:
http://arxiv.org/abs/2401.06566
In this paper, we introduce a regularized mean-field game and study learning of this game under an infinite-horizon discounted reward function. Regularization is introduced by adding a strongly concave regularization function to the one-stage reward
Externí odkaz:
http://arxiv.org/abs/2003.12151
We consider learning approximate Nash equilibria for discrete-time mean-field games with nonlinear stochastic state dynamics subject to both average and discounted costs. To this end, we introduce a mean-field equilibrium (MFE) operator, whose fixed
Externí odkaz:
http://arxiv.org/abs/1912.13309
In the literature, existence of mean-field equilibria has been established for discrete-time mean field games under both the discounted cost and the average cost optimality criteria. In this paper, we provide a value iteration algorithm to compute me
Externí odkaz:
http://arxiv.org/abs/1909.01758
Publikováno v:
In Systems & Control Letters September 2020 143
Autor:
Anahtarci, Berkay, Djakov, Plamen
The one-dimensional Dirac operator \begin{equation*} L = i \begin{pmatrix} 1 & 0 \\ 0 & -1 \end{pmatrix} \frac{d}{dx} +\begin{pmatrix} 0 & P(x) \\ Q(x) & 0 \end{pmatrix}, \quad P,Q \in L^2 ([0,\pi]), \end{equation*} considered on $[0,\pi]$ with perio
Externí odkaz:
http://arxiv.org/abs/1312.2219
Autor:
Anahtarci, Berkay, Djakov, Plamen
The Mathieu operator {equation*} L(y)=-y"+2a \cos{(2x)}y, \quad a\in \mathbb{C},\;a\neq 0, {equation*} considered with periodic or anti-periodic boundary conditions has, close to $n^2$ for large enough $n$, two periodic (if $n$ is even) or anti-perio
Externí odkaz:
http://arxiv.org/abs/1202.4623
Akademický článek
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Autor:
Anahtarci, Berkay, Djakov, Plamen
Publikováno v:
In Journal of Mathematical Analysis and Applications 1 December 2012 396(1):243-255
Publikováno v:
Dynamic Games & Applications; Mar2023, Vol. 13 Issue 1, p89-117, 29p