Anton Kim

Subassembly to Full Assembly: Effective Assembly Sequence Planning Through Graph-Based Reinforcement Learning

This paper proposes an assembly sequence planning framework, named Subassembly to Assembly (S2A). The framework is designed to enable a robotic manipulator to assemble multiple parts in a prespecified structure by leveraging object manipulation actions. The primary technical challenge lies in the ex