Understanding and Leveraging Overparameterization in Recursive Value Estimation

no code implementations • ICLR 2022 • Chenjun Xiao, Bo Dai, Jincheng Mei, Oscar A Ramirez, Ramki Gummadi, Chris Harris, Dale Schuurmans

To better understand the utility of deep models in RL we present an analysis of recursive value estimation using overparameterized linear representations that provides useful, transferable findings.

Reinforcement Learning (RL) Value prediction