Abstract Multimodal integration is a key component of allowing robots to perceive the world. Multimodality comes with multiple challenges that have be considered, such as how integrate and fuse data. In this paper, we compare different possibilities fusing visual, tactile proprioceptive The data directly recorded on NICOL robot in an experimental setup which has classify containers their conten...