Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

Chen Liang, Mohammad Norouzi, Jonathan Berant +2

We present Memory Augmented Policy Optimization (MAPO), a simple and novel way to leverage a memory buffer of promising trajectories to reduce the variance of policy gradient estim…