conftrace_

spectral risk measure

7 papers

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Co-occurring keywords · papers mentioning both

worst-case scenario (2) spectral risk (2) convergence guarantee (2) coherent risk measure (1) risk-constrained reinforcement learning (1) risk-sensitive learning (1) choquet integral (1) upper probabilities (1) elicitation complexity (1) lorentz norm (1)

Papers

Beyond CVaR: Leveraging Static Spectral Risk Measures for Enhanced Decision-Making in Distributional Reinforcement Learning ICML 2025 Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures AISTATS 2024 Risk Measures and Upper Probabilities: Coherence and Stratification JMLR 2024 Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees NeurIPS 2024 Stochastic Optimization for Spectral Risk Measures AISTATS 2023 Estimation of Spectral Risk Measures AAAI 2021 On Elicitation Complexity NeurIPS 2015