Compositional Monte Carlo Tree Diffusion for Extendable Planning A novel approach to extend the capabilities of Monte Carlo Tree Diffusion beyond trained trajectory lengths Fast Monte Carlo Tree Diffusion: 100x Speedup via Parallel Sparse Planning A novel approach to optimize the efficiency of Monte Carlo Tree Diffusion Monte Carlo Tree Diffusion for System 2 Planning A novel approach blending Monte Carlo Tree Search and Diffusion Models