activity
20222026
most citedSafe Path Planning for Polynomial Shape Obstacles via Control Barrier Functions and Logistic Regression

1 citations · 1 across the 4 of their papers we have counts for

collaborators

5 papers

cs.CL2026

Neural POS Tagging for the Low-Resource Saraiki

Usman Nawaz, Muhammad Junaid Iqbal, Muhammad Asaf +4

Part-of-speech tagging is a fundamental sequence labeling task and an important component for many downstream natural language processing applications. However, Saraiki, written fr…

cs.RO2025

Reinforcement Learning with Data Bootstrapping for Dynamic Subgoal Pursuit in Humanoid Robot Navigation

Chengyang Peng, Zhihao Zhang, Shiting Gong +3

Safe and real-time navigation is fundamental for humanoid robot applications. However, existing bipedal robot navigation frameworks often struggle to balance computational efficien…

cs.RO2024

Real-Time Safe Bipedal Robot Navigation using Linear Discrete Control Barrier Functions

Chengyang Peng, Victor Paredes, Guillermo A. Castillo +1

Safe navigation in real-time is an essential task for humanoid robots in real-world deployment. Since humanoid robots are inherently underactuated thanks to unilateral ground conta…

cs.RO2024

Unified Path and Gait Planning for Safe Bipedal Robot Navigation

Chengyang Peng, Victor Paredes, Ayonga Hereid

Safe path and gait planning are essential for bipedal robots to navigate complex real-world environments. The prevailing approaches often plan the path and gait separately in a hie…

cs.RO2022★ 1 cited

Safe Path Planning for Polynomial Shape Obstacles via Control Barrier Functions and Logistic Regression

Chengyang Peng, Octavian Donca, Ayonga Hereid

Safe path planning is critical for bipedal robots to operate in safety-critical environments. Common path planning algorithms, such as RRT or RRT*, typically use geometric or kinem…