PhysHSI enables humanoid robots to perform diverse, natural humanoid-scene interactions and loco-manipulation. Trained in simulation with RL and adversarial motion priors (AMP) on retargeted, object-annotated MoCap data, it uses LiDAR-camera fusion for robust sim-to-real.