no code implementations • 28 Mar 2023 • Hongyi Chen, Yilun Du, Yiye Chen, Joshua Tenenbaum, Patricio A. Vela
In this paper, we suggest an approach towards integrating planning with sequence models based on the idea of iterative energy minimization, and illustrate how such a procedure leads to improved RL performance across different tasks.
1 code implementation • ICCV 2023 • Yiye Chen, Yunzhi Lin, Ruinian Xu, Patricio A. Vela
The OOD score is then determined by combining the deviation from the input data to the ID pattern in both subspaces.
1 code implementation • 9 Mar 2023 • Yiye Chen, Ruinian Xu, Yunzhi Lin, Hongyi Chen, Patricio A. Vela
We propose a new 6-DoF grasp pose synthesis approach from 2D/2. 5D input based on keypoints.
1 code implementation • 19 Sep 2022 • Yiye Chen, Yunzhi Lin, Ruinian Xu, Patricio Vela
Great success has been achieved in the 6-DoF grasp learning from the point cloud input, yet the computational cost due to the point set orderlessness remains a concern.
no code implementations • 1 Apr 2021 • Yiye Chen, Ruinian Xu, Yunzhi Lin, Patricio A. Vela
We consider the task of grasping a target object based on a natural language command query.