Smooth Q-learning: Accelerate Convergence of Q-learning Using Similarity

Wei Liao, Xiaohui Wei, Jizhou Lai

An improvement of Q-learning is proposed in this paper. It is different from classic Q-learning in that the similarity between different states and actions is considered in the pro…