From Bandits Model to Deep Deterministic Policy Gradient, Reinforcement Learning with Contextual Information

Zhendong Shi, Xiaoli Wei, Ercan E. Kuruoglu

The problem of how to take the right actions to make profits in sequential process continues to be difficult due to the quick dynamics and a significant amount of uncertainty in ma…