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Guangsheng Li

2 accepted papers

2026

Teaching to Individual Needs: Bidirectional Teacher-Student Learning for Wheeled-Legged Locomotion

ICRA 2026poster

Reinforcement Learning (RL) enables robust and adaptive locomotion in legged and wheeled-legged robots. A common approach is the Teacher-Student (TS) paradigm, in which a teacher policy with privileged information supervises a proprioceptive student. While the TS paradigm has proven effective on leg…

Cited by 0Scholar
2025

Knowledge-Driven Visual Target Navigation: Dual Graph Navigation

ICRA 2025

In unknown environments, navigating a robot by a given image to a specific location or instance is critical and challenging. The existing end-to-end approaches require simultaneous implicit learning of multiple subtasks, and modular approaches depend on metric information. Both approaches face high

Cited by 0SourcecodeScholar