Abstract: In adaptive dynamic programming, neurocontrol, and reinforcement learning, the objective is for an agent to learn to choose actions so as to minimize a total cost function. In this paper, we ...

To address this challenge, this paper proposes a robust PLR-DP-BIC-based event detection method, leveraging Piecewise Linear Representation (PLR), Dynamic Programming (DP), and ... and the optimal ...