Four papers were accepted to the International Conference on Machine Learning (ICML): Megaverse: Simulating Embodied Agents at One Million Experiences per Second, Efficient Differentiable Simulation of Articulated Bodies, Stabilizing Equilibrium Models by Jacobian Regularization, and Training Graph Neural Networks with 1000 Layers.