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The Open Optimal Control Library is a software framework in Matlab/Octave for modeling optimal control problem. It uses automatic differentiation and fast non-linear programming solvers. It implements direct methods. In the backend it uses CasADi and ipopt.
RobOptim is a C++ generic non-linearoptimization library for robotics. The core level allows user to define problem optimization in a generic way in order to use different back-ends.