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spectral risk measure

6 papers

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Co-occurring keywords

spectral risk (4) worst-case scenario (2) sub-gaussian distribution (18) risk measure (26) risk objective (1) risk-sensitive reinforcement learning (27) dynamic risk measure (1) bayes risk (23) coherent risk measure (6) risk-constrained reinforcement learning (2)

Papers

Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees NIPS 2024
Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures AISTATS 2024
Risk Measures and Upper Probabilities: Coherence and Stratification JMLR 2024
Stochastic Optimization for Spectral Risk Measures AISTATS 2023
Estimation of Spectral Risk Measures AAAI 2021
On Elicitation Complexity NIPS 2015