BlockPuzzle - A Challenge in Physical Reasoning and Generalization for Robot Learning

Yixiu Zhao, Ziyin Liu

In this work we propose a novel task framework under which a variety of physical reasoning puzzles can be constructed using very simple rules. Under sparse reward settings, most of…