Kai Shu

Trans-Percept: robust perceptive locomotion in the wild via spatiotemporal causal transformers

The integration of exteroceptive perception with proprioceptive control has revolutionized legged robot locomotion, enabling navigation through complex, non-flat terrains. Miki et al. (2022) established a seminal paradigm by fusing vision and proprioception using Recurrent Neural...