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simmediumhumanoidmetric · varies

Heracles: Bridging Precise Tracking and Generative Synthesis for General Humanoid Control

Description

Achieving general-purpose humanoid control requires a delicate balance between the precise execution of commanded motions and the flexible, anthropomorphic adaptability needed to recover from unpredictable environmental perturbations. Current general controllers predominantly formulate motion control as a rigid reference-tracking problem. While effective in nominal conditions, these trackers often exhibit brittle, non-anthropomorphic failure modes under severe disturbances, lacking the generativ

Source

http://arxiv.org/abs/2603.27756v2