1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.RO2025
A New Trajectory-Oriented Approach to Enhancing Comprehensive Crowd Navigation Performance
Xinyu Zhou, Songhao Piao, Chao Gao +1
Crowd navigation has garnered considerable research interest in recent years, especially with the proliferating application of deep reinforcement learning (DRL) techniques. Many st…
cs.CV2025
DSFormer: A Dual-Scale Cross-Learning Transformer for Visual Place Recognition
Haiyang Jiang, Songhao Piao, Chao Gao +2
Visual Place Recognition (VPR) is crucial for robust mobile robot localization, yet it faces significant challenges in maintaining reliable performance under varying environmental…
cs.RO2024★ 1 cited
HeR-DRL:Heterogeneous Relational Deep Reinforcement Learning for Decentralized Multi-Robot Crowd Navigation
Xinyu Zhou, Songhao Piao, Wenzheng Chi +2
Crowd navigation has received significant research attention in recent years, especially DRL-based methods. While single-robot crowd scenarios have dominated research, they offer l…