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Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dynamics model to run the reverse denoising process to generate high-quality trajectories.
Tool for bridging a CPU-based control cluster (e.g. of MPC controllers) with parallel simulation environments (e.g. based on Omniverse Isaac Sim). Aimed at facilitating the implementation of the training phase of Learning-Based Receding Horizon Control schemes.
Crocoddyl is an optimal control library for robot control under contact sequence. Its solver is based on various efficient Differential Dynamic Programming (DDP)-like algorithms