Softgpt: Learn goal-oriented soft object manipulation skills by generative pre-trained heterogeneous graph transformer

J Liu, Z Li, W Lin, S Calinon, KC Tan… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Soft object manipulation tasks in domestic scenes pose a significant challenge for existing
robotic skill learning techniques due to their complex dynamics and variable shape …

Voronav: Voronoi-based zero-shot object navigation with large language model

P Wu, Y Mu, B Wu, Y Hou, J Ma, S Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
In the realm of household robotics, the Zero-Shot Object Navigation (ZSON) task empowers
agents to adeptly traverse unfamiliar environments and locate objects from novel categories …

A survey of object goal navigation

J Sun, J Wu, Z Ji, YK Lai - IEEE Transactions on Automation …, 2024 - ieeexplore.ieee.org
Object Goal Navigation (ObjectNav) refers to an agent navigating to an object in an unseen
environment, which is an ability often required in the accomplishment of complex tasks …