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high-dimensional system

3 papers

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parametric constraint (1) historical data (1) approximation accuracy (1) robust $ heta$-regularized fitted q-iteration (1) robust $ heta$-regularized markov decision process (1) eigenpairs (1) spectral residual (1) neural network (1) model-free algorithm (1) safe learning (1)

Papers

ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals ICML 2025 Model-Free Robust $φ$-Divergence Reinforcement Learning Using Both Offline and Online Data ICML 2024 Learning Parametric Constraints in High Dimensions from Demonstrations CoRL 2019