Analyzing the Impact of Multimodal Perception on Sample Complexity and Optimization Landscapes in Imitation Learning

Luai Abuelsamen, Temitope Lukman Adebanjo

This paper examines the theoretical foundations of multimodal imitation learning through the lens of statistical learning theory. We analyze how multimodal perception (RGB-D, propr…