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Worrisome Properties of Neural Network Controllers and Their Symbolic Representations
We raise concerns about controllers' robustness in simple reinforcement learning benchmark problems.
Global dynamics in nonconservative nonlinear Schrödinger equations
For the quadratic case, we prove the existence of two (infinite) families of nontrivial unstable equilibria and prove the existence of heteroclinic orbits limiting to the nontrivial equilibria in backward time and to zero in forward time.
Analysis of PDEs Dynamical Systems 35Q55 (Primary) 35B40, 37K99, 37M21 (Secondary)
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