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Learning Shared Safety Constraints from Multi-task Demonstrations.

, , , , , и . NeurIPS, (2023)

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Steven Wu

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Zhiwei Hu

 

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Fair Regression: Quantitative Definitions and Reduction-Based Algorithms., , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 120-129. PMLR, (2019)A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem., , , , и . NeurIPS, стр. 2231-2241. (2018)Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM., , , , и . NIPS, стр. 2566-2576. (2017)Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs., , , и . NIPS, стр. 1570-1578. (2016)Inducing Approximately Optimal Flow Using Truthful Mediators., , , и . EC, стр. 471-488. ACM, (2015)Inverse Reinforcement Learning without Reinforcement Learning., , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 33299-33318. PMLR, (2023)Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis., , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 9026-9035. PMLR, (2020)The Externalities of Exploration and How Data Diversity Helps Exploitation., , , и . COLT, том 75 из Proceedings of Machine Learning Research, стр. 1724-1738. PMLR, (2018)Bayesian Exploration: Incentivizing Exploration in Bayesian Games., , , и . Oper. Res., 70 (2): 1105-1127 (2022)Game-Theoretic Algorithms for Conditional Moment Matching., , , и . CoRR, (2022)