21 citations · 33 across the 5 of their papers we have counts for
5 papers · 1 filter
Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies
Hongmin Wu, Shuangqi Luo, Longxin Chen +5
Robot manipulation is increasingly poised to interact with humans in co-shared workspaces. Despite increasingly robust manipulation and control algorithms, failure modes continue t…
Fast, Robust, and Versatile Event Detection through HMM Belief State Gradient Measures
Shuangqi Luo, Hongmin Wu, Hongbin Lin +3
Event detection is a critical feature in data-driven systems as it assists with the identification of nominal and anomalous behavior. Event detection is increasingly relevant in ro…
Recovering from External Disturbances in Online Manipulation through State-Dependent Revertive Recovery Policies
Hongmin Wu, Hongbin Lin, Shuangqi Luo +3
Robots are increasingly entering uncertain and unstructured environments. Within these, robots are bound to face unexpected external disturbances like accidental human or tool coll…
Online Robot Introspection via Wrench-based Action Grammars
Juan Rojas, Shuangqi Luo, Dingqiao Zhu +5
Robotic failure is all too common in unstructured robot tasks. Despite well-designed controllers, robots often fail due to unexpected events. How do robots measure unexpected event…
Robot Introspection via Wrench-based Action Grammars
Juan Rojas, Zhengjie Huang, Shuangqi Luo +3
Robotic failure is all too common in unstructured robot tasks. Despite well designed controllers, robots often fail due to unexpected events. How do robots measure unexpected event…