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stat.ML2022
Factors of Influence of the Overestimation Bias of Q-Learning
Julius Wagenbach, Matthia Sabatelli
We study whether the learning rate , the discount factor and the reward signal have an influence on the overestimation bias of the Q-Learning algorithm. Our preliminary…
stat.ML2018★ 6 cited
Deep Quality-Value (DQV) Learning
Matthia Sabatelli, Gilles Louppe, Pierre Geurts +1
We introduce a novel Deep Reinforcement Learning (DRL) algorithm called Deep Quality-Value (DQV) Learning. DQV uses temporal-difference learning to train a Value neural network and…