cs.LG, cs.SY, eess.SY

Tensor-Efficient High-Dimensional Q-learning

arXiv:2511.03595v2 Announce Type: replace
Abstract: High-dimensional reinforcement learning(RL) faces challenges with complex calculations and low sample efficiency in large state-action spaces. Q-learning algorithms struggle particularly with the cur…