An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context

Xiaoyu Chen, Xiangming Zhu, Yufeng Zheng +8

One of the key challenges in deploying RL to real-world applications is to adapt to variations of unknown environment contexts, such as changing terrains in robotic tasks and fluct…