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continuous-time control

7 papers

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hamilton-jacobi-bellman equation (2) continuous time (2) model-based reinforcement learning (2) reproducing kernel hilbert space (2) reinforcement learning (2) viscosity solution (1) optimal feedback control (1) deep differential network (1) action constraint (1) kernel methods (1)

Papers

Approximate Control for Continuous-Time POMDPs AISTATS 2024 Impact of Computation in Integral Reinforcement Learning for Continuous-Time Control ICLR 2024 Active Observing in Continuous-time Control NeurIPS 2023 Continuous-time Model-based Reinforcement Learning ICML 2021 Hamilton-Jacobi-Bellman Equations for Q-Learning in Continuous Time L4DC 2020 HJB Optimal Feedback Control with Deep Differential Value Functions and Action Constraints CoRL 2019 Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces NeurIPS 2018