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Variational Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems., , , and . CoRL, volume 100 of Proceedings of Machine Learning Research, page 1231-1246. PMLR, (2019)Information-Theoretic Model Predictive Control: Theory and Applications to Autonomous Driving., , , , and . IEEE Trans. Robotics, 34 (6): 1603-1622 (2018)ℒ1-Adaptive MPPI Architecture for Robust and Agile Control of Multirotors., , , , and . IROS, page 7661-7666. IEEE, (2020)Stabilizing Optimal Density Control of Nonlinear Agents with Multiplicative Noise., , and . CDC, page 3054-3059. IEEE, (2020)Stochastic Differential Dynamic Programming., , and . ACC, page 1125-1132. IEEE, (2010)Stochastic optimal control for nonlinear markov jump diffusion processes., and . ACC, page 1633-1639. IEEE, (2012)Game Theoretic continuous time Differential Dynamic Programming., , and . ACC, page 5593-5598. IEEE, (2015)Cooperative Path Integral Control for Stochastic Multi-Agent Systems., , , , and . ACC, page 1262-1267. IEEE, (2021)Path Integral Control on Lie Groups., and . CDC, page 4990-4995. IEEE, (2018)Time varying nonlinear Policy Gradients., , and . CDC, page 7765-7770. IEEE, (2013)