Embodied reasoning becomes task orchestration
ER 2 adds video understanding, multi-step planning, progress checking and higher-level orchestration above lower-level robot control.
Market Driver: autonomy
Embodied Reasoning Expands to Longer Tasks
Google separated higher-level planning from physical control while broadening multi-step task execution.
Action-Conditioned World Models Move Into Planning
Action-conditioned predictive models are used to improve generalizable embodied decision-making.
HERO demonstrates self-improving manipulation without human demonstrations
Researchers introduced HERO, a hierarchical embodied agent that autonomously gathers experience and consolidates reusable manipulation policies.
