conftrace_

continuous-time system

11 papers

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Co-occurring keywords · papers mentioning both

recurrent neural network (3) approximation theory (2) regret bound (2) optimal control (2) reinforcement learning (2) discrete-time system (1) collision probability (1) neural certificate (1) continuous-time gradient (1) adversarial disturbance (1)

Papers

HyRNN: Hybrid Recurrent Neural Networks for Approximating Hybrid Dynamical Systems AAAI 2026 Neural Continuous-Time Supermartingale Certificates AAAI 2025 Online Control with Adversarial Disturbance for Continuous-time Linear Systems NeurIPS 2024 Online Reinforcement Learning in Stochastic Continuous-Time Systems COLT 2023 Approximation and Optimization Theory for Linear Continuous-Time Recurrent Neural Networks JMLR 2022 A Temporal Kernel Approach for Deep Learning with Continuous-time Information ICLR 2021 Faster Policy Learning with Continuous-Time Gradients L4DC 2021 Hamilton-Jacobi Deep Q-Learning for Deterministic Continuous-Time Systems with Lipschitz Continuous Controls JMLR 2021 Collision Probabilities for Continuous-Time Systems Without Sampling RSS 2020 Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time ICML 2020 MCMC for continuous-time discrete-state systems NeurIPS 2012