大数据邀请报告二十五-Reinforced Inverse Problems

Abstract: Artificial intelligence (AI) has been a powerful tool in science and engineering. Developing AI-aided tools in computational science is a recently popularized research topic. Along this direction, this talk discusses an example of designing intelligent machine that can learn a strategy from data to better solve inverse problems than human-designed algorithms. Especially, we apply reinforcement learning to achieve this goal for solving inverse scattering problems.