6 citations · 6 across the 4 of their papers we have counts for
4 papers
Local-density dependent Markov processes on graphons with epidemiological applications
Daniel Keliger, Illes Horvath, Balint Takacs
We investigate local-density dependent Markov processes on a class of large graphs sampled from a graphon, where the transition rates of the vertices are influenced by the states o…
High order discretization methods for spatial-dependent epidemic models
Bálint Takács, Yiannis Hadjimichael
In this paper, an epidemic model with spatial dependence is studied and results regarding its stability and numerical approximation are presented. We consider a generalization of t…
Temporal plannability by variance of the episode length
Balint Takacs, Istvan Szita, Andras Lorincz
Optimization of decision problems in stochastic environments is usually concerned with maximizing the probability of achieving the goal and minimizing the expected episode length.…
Searching for Plannable Domains can Speed up Reinforcement Learning
Istvan Szita, Balint Takacs, Andras Lorincz
Reinforcement learning (RL) involves sequential decision making in uncertain environments. The aim of the decision-making agent is to maximize the benefit of acting in its environm…