A novel multi-step Q-learning method to improve data efficiency for deep reinforcement learning

Y Yuan, ZL Yu, Z Gu, Y Yeboah, W Wei, X Deng… - Knowledge-Based …, 2019 - Elsevier
Deep reinforcement learning (DRL) algorithms with experience replays have been used to
solve many sequential learning problems. However, in practice, DRL algorithms still suffer …

A novel multi-step Q-learning method to improve data efficiency for deep reinforcement learning

Y Yuan, ZL Yu, Z Gu, Y Yeboah, W Wei, X Deng, J Li… - 2019 - dl.acm.org
Deep reinforcement learning (DRL) algorithms with experience replays have been used to
solve many sequential learning problems. However, in practice, DRL algorithms still suffer …