Marco A. Wiering

The Deep Quality-Value Family of Deep Reinforcement Learning Algorithms

Gilles Louppe, Pierre Geurts, Matthia Sabatelli, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms pdf

Gilles Louppe, Pierre Geurts, Matthia Sabatelli, 2019, NeurIPS 2019.

Enhancing reinforcement learning by a finite reward response filter with a case study in intelligent structural control pdf

Marco A. Wiering, Hamid Radmard Rahmani, Carsten Koenke, 2020, ArXiv.

Forest Fire Control with Learning from Demonstration and Reinforcement Learning

Matthia Sabatelli, Marco A. Wiering, Travis Hammond, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Fractional Transfer Learning for Deep Model-Based Reinforcement Learning pdf

Matthia Sabatelli, Marco A. Wiering, Remo Sasso, 2021, ArXiv.