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pontryagin maximum principle

7 papers

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PMP

Co-occurring keywords · papers mentioning both

optimal control (4) sequential machine teaching (1) time-optimal control (1) gradient-augmented learning (1) training algorithm (1) optimal feedback law (1) hamilton-jacobi-bellman pde (1) discrete-weight neural network (1) open-loop optimal control (1) sample-efficient method (1)

Papers

A Pontryagin Perspective on Reinforcement Learning L4DC 2025 Data Selection via Optimal Control for Language Models ICLR 2025 Optimal Feedback Law Recovery by Gradient-Augmented Sparse Polynomial Regression JMLR 2021 An Optimal Control Approach to Sequential Machine Teaching AISTATS 2019 You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle NeurIPS 2019 An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks ICML 2018 Maximum Principle Based Algorithms for Deep Learning JMLR 2018