Verdict: Solid result, will likely replicate—clear motivation, multi-benchmark validation, real robot deployments with ablation against strong baselines.

📄 Grounded Action Model: 3D Grounding as a Foundation for Robotics by Gehao Zhang, Weikai Huang et al. A grounded-control policy that replaces implicit scene understanding with explicit 3D object…