Provable Representation with Efficient Planning for Partial Observable Reinforcement Learning

Hongming Zhang, Tongzheng Ren, Chenjun Xiao +2

In most real-world reinforcement learning applications, state information is only partially observable, which breaks the Markov decision process assumption and leads to inferior pe…