RxBrain: Embodied Cognition Foundation Model with Joint Language-Visual Reasoning and Imagination

RxBrain integrates language and visual imagination into a single planning sequence to bridge high-level task reasoning with physical state transitions. The model uses language for abstract structure, including task decomposition and constraints, while visual imagination performs world state prediction and subgoal grounding to align textual plans with spatial reality.