Zobrazeno 1 - 10
of 49 111
pro vyhledávání: '"Erhan, A."'
Autor:
Koulaeizadeh, Zahra, Oztop, Erhan
A random recurrent neural network, called a reservoir, can be used to learn robot movements conditioned on context inputs that encode task goals. The Learning is achieved by mapping the random dynamics of the reservoir modulated by context to desired
Externí odkaz:
http://arxiv.org/abs/2411.10991
In this paper we study a principal-agent problem in continuous time with multiple lump-sum payments (contracts) paid at different deterministic times. We reduce the non-zero sum Stackelberg game between the principal and agent to a standard stochasti
Externí odkaz:
http://arxiv.org/abs/2411.04262
We consider an $N$-player game where the players control the drifts of their diffusive states which have no interaction in the noise terms. The aim of each player is to minimize the expected value of her cost, which is a function of the player's stat
Externí odkaz:
http://arxiv.org/abs/2410.18869
Portfolio selection problems that optimize expected utility are usually difficult to solve. If the number of assets in the portfolio is large, such expected utility maximization problems become even harder to solve numerically. Therefore, analytical
Externí odkaz:
http://arxiv.org/abs/2410.04459
We study an approximation method for partially observed Markov decision processes (POMDPs) with continuous spaces. Belief MDP reduction, which has been the standard approach to study POMDPs requires rigorous approximation methods for practical applic
Externí odkaz:
http://arxiv.org/abs/2410.02895
In this paper, we provide a convergence rate for particle approximations of a class of second-order PDEs on Wasserstein space. We show that, up to some error term, the infinite-dimensional inf(sup)-convolution of the finite-dimensional value function
Externí odkaz:
http://arxiv.org/abs/2408.06013
Autor:
Bayraktar, Erhan, Kara, Ali D.
The paper focuses on mean-field type multi-agent control problems where the dynamics and cost structures are symmetric and homogeneous, and are affected by the distribution of the agents. A standard solution method for these problems is to consider t
Externí odkaz:
http://arxiv.org/abs/2408.00991
Autor:
Bayraktar, Erhan, Norgilas, Dominykas
In this article we revisit the weak optimal transport (WOT) problem, introduced by Gozlan, Roberto, Samson and Tetali (2017). We work on the real line, with barycentric cost functions, and as our first result give the following characterization of th
Externí odkaz:
http://arxiv.org/abs/2407.13002
Objects, in particular tools, provide several action possibilities to the agents that can act on them, which are generally associated with the term of affordances. A tool is typically designed for a specific purpose, such as driving a nail in the cas
Externí odkaz:
http://arxiv.org/abs/2407.11922
Autor:
You, Bingran, Wu, Qiming, Miron, David, Ke, Wenjun, Monga, Inder, Saglamyurek, Erhan, Haeffner, Hartmut
High-rate remote entanglement between photon and matter-based qubits is essential for distributed quantum information processing. A key technique to increase the modest entangling rates of existing long-distance quantum networking approaches is multi
Externí odkaz:
http://arxiv.org/abs/2405.10501