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← Authors

Blossom Metevier

3 papers · 2019–2022 · 3 conferences · across top CS/AI conferences

Achievements

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Conferences

AAAI (1) ICLR (1) NIPS (1)

Top co-authors

Stephen Giguere (2) Yuriy Brun (2) Philip S. Thomas (2) Bruno Castro da Silva (1) Emma Brunskill (1) Philip Thomas (1) Ari Kobren (1) Georgios Theocharous (1) Scott Niekum (1) Sarah Brockman (1)

Keywords

reinforcement learning (1) algorithmic fairness (1) offline reinforcement learning (1) risk management (1) policy gradient (1) policy learning (1) markov decision process (1) variance reduction (1) offline learning (1) contextual bandit (1) fairness constraint (1) stochastic action set (1)

Papers

Fairness Guarantees under Demographic Shift ICLR 2022 Reinforcement Learning When All Actions Are Not Always Available AAAI 2020 Offline Contextual Bandits with High Probability Fairness Guarantees NIPS 2019