Improving Gaussian Process Value Function Approximation in Policy Gradient Algorithms. - Hunor Jakab; Lehel Csató (ICANN (2), 2011)

Manifold-based non-parametric learning of action-value functions. - Hunor Jakab; Lehel Csató (ESANN, 2012)

Reinforcement learning with guided policy search using Gaussian processes. - Hunor Jakab; Lehel Csató (IJCNN, 2012)

Intelligent Models for Robotic Behavior, Decision Making and Environment Interaction - Hunor Sandor Jakab (2012)

Novel Feature Selection and Kernel-Based Value Approximation Method for Reinforcement Learning. - Hunor Sandor Jakab; Lehel Csató (ICANN, 2013)

Simulation-Extrapolation Gaussian Processes for Input Noise Modeling. - Botond Bocsi; Hunor Jakab; Lehel Csató (SYNASC, 2014)

Optimizing Test Input Generation for Reactive Systems with an Adaptive Differential Evolution. - Annamária Szenkovits; Noémi Gaskó; Hunor Jakab (SYNASC, 2016)