MIRTH: Mutual-Information Reasoning with Temporal Hubs for Vision-Language-Action Agents

Hao Sun, Yu Song, Shiyu Teng +2

VLA models have emerged as a powerful paradigm for transferring semantic knowledge from web-scale data to physical robotic control. However, current single-frame architectures suff…