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A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns.

, , , and . AAAI, page 2379-2386. AAAI Press, (2018)

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Safe Policy Iteration: A Monotonically Improving Approximate Policy Iteration Approach., , , and . J. Mach. Learn. Res., (2021)ARLO: A framework for Automated Reinforcement Learning., , , , and . Expert Syst. Appl., (August 2023)A Novel Confidence-Based Algorithm for Structured Bandits., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3175-3185. PMLR, (2020)Risk-Averse Trust Region Optimization for Reward-Volatility Reduction., , , , and . IJCAI, page 4583-4589. ijcai.org, (2020)Special Track on AI in FinTech.A Policy Gradient Method for Task-Agnostic Exploration., , and . CoRR, (2020)Newton-based Policy Optimization for Games., and . CoRR, (2020)Time-Variant Variational Transfer for Value Functions., , , and . CoRR, (2020)A Practical Guide to Multi-Objective Reinforcement Learning and Planning., , , , , , , , , and 8 other author(s). CoRR, (2021)Inverse Reinforcement Learning with Sub-optimal Experts., , , and . CoRR, (2024)Exploiting History Data for Nonstationary Multi-armed Bandit., , , , , and . ECML/PKDD (1), volume 12975 of Lecture Notes in Computer Science, page 51-66. Springer, (2021)