4 papers
Ego-Foresight: Self-supervised Learning of Agent-Aware Representations for Improved RL
Manuel Serra Nunes, Atabak Dehban, Yiannis Demiris +1
Despite the significant advances in Deep Reinforcement Learning (RL) observed in the last decade, the amount of training experience necessary to learn effective policies remains on…
Control Without Control: Defining Implicit Interaction Paradigms for Autonomous Assistive Robots
Janavi Gupta, Kavya Puthuveetil, Dimitra Tsakona +3
Assistive robotic systems have shown growing potential to improve the quality of life of those with disabilities. As researchers explore the automation of various caregiving tasks,…
ViTac-Tracing: Visual-Tactile Imitation Learning of Deformable Object Tracing
Yongqiang Zhao, Haining Luo, Yupeng Wang +3
Deformable objects often appear in unstructured configurations. Tracing deformable objects helps bringing them into extended states and facilitating the downstream manipulation tas…
The Impact of Building-Induced Visibility Restrictions on Intersection Accidents
Hanlin Tian, Yuxiang Feng, Wei Zhou +4
Traffic accidents, especially at intersections, are a major road safety concern. Previous research has extensively studied intersection-related accidents, but the effect of buildin…