conftrace_

risk-sensitive optimization

5 papers

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Co-occurring keywords

conditional value-at-risk (28) regret bound (1926) multi-armed bandit (1098) sharpe ratio (8) stochastic bandit (98) risk criterion (4) calibration method (9) contextual optimization (9) multinomial logit bandit (2) entropy risk (1)

Papers

Predict-then-Calibrate: A New Perspective of Robust Contextual LP NIPS 2023
CVaR-Regret Bounds for Multi-armed Bandits ACML 2022
Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk IJCAI 2022
Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021
Algorithms for CVaR Optimization in MDPs NIPS 2014