Language-conditioned learning for robotic manipulation: A survey

H Zhou, X Yao, Y Meng, S Sun, Z BIng, K Huang… - arXiv preprint arXiv …, 2023 - arxiv.org
Language-conditioned robotic manipulation represents a cutting-edge area of research,
enabling seamless communication and cooperation between humans and robotic agents …

Language-conditioned imitation learning with base skill priors under unstructured data

H Zhou, Z Bing, X Yao, X Su, C Yang… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
The growing interest in language-conditioned robot manipulation aims to develop robots
capable of understanding and executing complex tasks, with the objective of enabling robots …

1 khz behavior tree for self-adaptable tactile insertion

Y Wu, F Wu, L Chen, K Chen… - … on Robotics and …, 2024 - ieeexplore.ieee.org
Insertion is an essential skill for robots in both modern manufacturing and services robotics.
In our previous study, we proposed an insertion skill framework based on forcedomain …

Contact Energy Based Hindsight Experience Prioritization

E Sayar, Z Bing, C D'Eramo, OS Oguz… - … on Robotics and …, 2024 - ieeexplore.ieee.org
Multi-goal robot manipulation tasks with sparse rewards are difficult for reinforcement
learning (RL) algorithms due to the inefficiency in collecting successful experiences. Recent …