Alexander Vinel

Cross Learning in Deep Q-Networks

2020 · arXiv (Cornell University)

In this work, we propose a novel cross Q-learning algorithm, aim at alleviating the well-known overestimation problem in value-based reinforcement learning methods, particularly in the deep Q-networks where the overestimation is exaggerated by function approximation …