Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

Chen Liang, Mohammad Norouzi, Jonathan Berant, Quoc V. Le, Ni Lao

Nov-20-2025, 21:14:06 GMT–Neural Information Processing Systems 

MAPO improves the sample efficiency and robustness of policy gradient, especially on tasks with sparse rewards.