6 citations · 6 across the 35 of their papers we have counts for
3 papers · 1 filter
Semantically Structured Mixture-of-Experts for Compositional Robotic Manipulation
Chengyu Deng, Guanqi Chen, Yizhou Chen +4
Diffusion-based policies have established a new standard for precise robotic manipulation but face a critical scalability bottleneck: high-performance models are computationally ex…
: Toward Versatile Embodied Agents
Shengli Zhou, Xiangchen Wang, Jinrui Zhang +5
Embodied agents have demonstrated promising capabilities in interacting with physical environments. Yet, versatile embodied agents face three core bottlenecks: dynamic environmenta…
Evaluating Explanation Methods for Vision-and-Language Navigation
Guanqi Chen, Lei Yang, Guanhua Chen +1
The ability to navigate robots with natural language instructions in an unknown environment is a crucial step for achieving embodied artificial intelligence (AI). With the improvin…