Developing a Comprehensive Foundation Model for Diverse Planning-like Tasks

The core message of this paper is the need to develop a specialized Foundation Model (FM) for planning-like (PL) tasks, which goes beyond the capabilities of existing generic FMs. The authors argue that such a Planning FM, trained on diverse PL data and novel pre-training tasks, can open up new and efficient avenues for solving a wide range of PL problems.