Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges

Xiaoqian Liu, Jianbin Jiao, Junge Zhang

Decision-making is a dynamic process requiring perception, memory, and reasoning to make choices and find optimal policies. Traditional approaches to decision-making suffer from sa…