conftrace_

risk criterion

4 papers

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Co-occurring keywords · papers mentioning both

multi-armed bandit (3) conditional value at risk (2) regret bound (2) multinomial logit bandit (1) entropy risk (1) non-stationary learning (1) stochastic bandit (1) sharpe ratio (1) heavy-tailed distribution (1) atari game (1)

Papers

Piecewise Stationary Bandits under Risk Criteria AISTATS 2023 Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion NeurIPS 2023 Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021 A General Approach to Multi-Armed Bandits Under Risk Criteria COLT 2018