Shi-Yi Zhang

From Passive Execution to Active Exploration: Agentic Embodied Manipulation in Realistic Environments

This work proposes an agent-based active exploration framework that enables robots to dynamically interact with the environment rather than merely execute predefined instructions, and introduces a fine-grained perception-execution interleaving strategy, which tightly couples visual feedback with skill execution to impr...