Results 31 to 40 of about 439,058 (245)

Scaling Up Q-Learning via Exploiting State–Action Equivalence

Entropy, 2023
Recent success stories in reinforcement learning have demonstrated that leveraging structural properties of the underlying environment is key in devising viable methods capable of solving complex tasks.
Yunlian Lyu, Aymeric Côme, Yijie Zhang, Mohammad Sadegh Talebi   +3 more
doaj   +1 more source

On Asymptotically f-Statistical Equivalent Sequences [PDF]

Journal of the Indonesian Mathematical Society, 2018
By using modulus functions, we have obtained a generalization of statistical convergence of asymptotically equivalent sequences, a new non-matrix convergence method, which is intermediate between the ordinary convergence and the statistical convergence. Further, we have examined some inclusion relations related to this concept.
Konca, Şükran, Küçükaslan, Mehmet
openaire   +2 more sources

Asymptotically J_σ-Equivalence of Sequences of Sets

Sakarya University Journal of Science, 2019
In this study, we introduce the concepts of Wijsman asymptotically J-invariant equivalence (WLJσ) , Wijsman asymptotically strongly p-invariant equivalence ([WLVσ)]p) and Wijsman asymptotically J*-invariant equivalence (WLJ*σ). Also, we investigate the relationships among the concepts of Wijsman asymptotically invariant equivalence, Wijsman ...
Uğur ULUSU, Esra GÜLLE
openaire   +7 more sources

Wijsman asymptotic lacunary I2-invariant equivalence for double set sequences

, 2021
In this study, for double set sequences, we present the notions ofWijsman asymptotic lacunary invariant equivalence, Wijsman asymptotic lacunary I-2-invariant equivalence andWijsman asymptotic lacunary I*(2) -invariant equivalence.
Akin, Nimet Pancaroglu, Ulusu, Ugur, Dundar, Erdinc   +2 more
core   +1 more source

Wijsman asymptotic lacunary I_2-invariant equivalence for double set sequences

, 2021
In this study, for double set sequences, we present the notions of Wijsman asymptotic lacunary invariant equivalence, Wijsman asymptotic lacunary I_2-invariant equivalence and Wijsman asymptotic lacunary I*_2-invariant equivalence.
Dündar, Erdinç, Akın, Nimet Pancaroğlu, Ulusu, Uğur   +2 more
core   +1 more source

Background risk model in presence of heavy tails under dependence

Nonlinear Analysis
In this paper, we examine two problems on applied probability, which are directly connected with the dependence in presence of heavy tails. The first problem is related to max-sum equivalence of the randomly weighted sums in bivariate setup. Introducing
Dimitrios G. Konstantinides, Charalampos D. Passalidis   +1 more
doaj   +1 more source

Asymptotically unitary equivalence and asymptotically inner automorphisms [PDF]

American Journal of Mathematics, 2009
Let $C$ be a unital AH-algebra and let $A$ be a unital separable simple $C^*$-algebra with tracial rank zero. Suppose that $\phi_1, \phi_2\colon \ C\to A$ are two unital monomorphisms. We show that there is a continuous path of unitaries $\{u_t\colon \ t\in [0, \infty)\}$ of $A$ such that $$ \lim_{t\to\infty}u_t^*\phi_1(a)u_t=\phi_2(a)\quad\hbox{\rm ...
openaire   +2 more sources

A Q‐Learning Algorithm to Solve the Two‐Player Zero‐Sum Game Problem for Nonlinear Systems

International Journal of Adaptive Control and Signal Processing, Volume 39, Issue 3, Page 566-581, March 2025.
A Q‐learning algorithm to solve the two‐player zero‐sum game problem for nonlinear systems. ABSTRACT This paper deals with the two‐player zero‐sum game problem, which is a bounded L2$$ {L}_2 $$‐gain robust control problem. Finding an analytical solution to the complex Hamilton‐Jacobi‐Issacs (HJI) equation is a challenging task.
Afreen Islam, Anthony Siming Chen, Guido Herrmann   +2 more
wiley   +1 more source

A stability theory for perturbed differential equations

International Journal of Mathematics and Mathematical Sciences, 1979
The problem of determining the behavior of the solutions of a perturbed differential equation with respect to the solutions of the original unperturbed differential equation is studied.
Sheldon P. Gordon
doaj   +1 more source

Observer‐Based Adaptive Event‐Triggered Tracking Control for Fuzzy TS Systems With Premise Mismatch

International Journal of Adaptive Control and Signal Processing, EarlyView.
This paper presents an adaptive logistic event‐triggered observer‐based tracking controller for Takagi‐Sugeno fuzzy systems under constrained inputs and network delays. Leveraging a hybrid LMI and Secretary Bird Optimization approach, this strategy significantly minimizes communication overhead and computational burden while ensuring optimal reference ...
Oussama Djadane, Salama Makni, Mourad Kchaou, Ahmed El Hajjaji   +3 more
wiley   +1 more source