← Search

Xiaofei Gao

3 accepted papers

2025

Continuous Control of Diverse Skills in Quadruped Robots Without Complete Expert Datasets

ICRA 2025

Learning diverse skills for quadruped robots presents significant challenges, such as mastering complex transitions between different skills and handling tasks of varying difficulty. Existing imitation learning methods, while successful, rely on expensive datasets to reproduce expert behaviors. Insp

Cited by 1SourceScholar
2025

Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing

EMNLP 2025

Large language models (LLMs) based Multilingual Knowledge Graph Completion (MKGC) aim to predict missing facts by leveraging LLMs’ multilingual understanding capabilities, improving the completeness of multilingual knowledge graphs (KGs).However, existing MKGC research underutilizes the multilingual

2024

Multi-Task Learning of Active Fault-Tolerant Controller for Leg Failures in Quadruped robots

ICRA 2024poster

Electric quadruped robots used in outdoor exploration are susceptible to leg-related electrical or mechanical failures. Unexpected joint power loss and joint locking can immediately pose a falling threat. Typically, controllers lack the capability to actively sense the condition of their own joints…

Cited by 5SourceScholar