Markovian Dynamics Enforcer: Feasibility Preserving Correction on Learned Dynamics Manifolds

Kevin Yu, Tao Guo, Constantinos Antoniou +1

Neural trajectory predictors can reach low prediction error while violating dynamics, actuator limits, or state constraints, especially when controls are unobserved and dynamics ar…