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cs.RO2024
Learning Humanoid Locomotion with Perceptive Internal Model
Junfeng Long, Junli Ren, Moji Shi +4
In contrast to quadruped robots that can navigate diverse terrains using a "blind" policy, humanoid robots require accurate perception for stable locomotion due to their high degre…
cs.RO2024
GRUtopia: Dream General Robots in a City at Scale
Hanqing Wang, Jiahe Chen, Wensi Huang +19
Recent works have been exploring the scaling laws in the field of Embodied AI. Given the prohibitive costs of collecting real-world data, we believe the Simulation-to-Real (Sim2Rea…
cs.RO2024
Learning H-Infinity Locomotion Control
Junfeng Long, Wenye Yu, Quanyi Li +3
Stable locomotion in precipitous environments is an essential task for quadruped robots, requiring the ability to resist various external disturbances. Recent neural policies enhan…