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Risk-Sensitive Reinforcement Learning: Iterated CVaR and the Worst Path



Yihan Du , Siwei Wang , Longbo Huang


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Branching Reinforcement Learning



Yihan Du , Wei Chen


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Collaborative Pure Exploration in Kernel Bandit



Yihan Du , Wei Chen , Yuko Yuroki , Longbo Huang


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Combinatorial Pure Exploration with Bottleneck Reward Function and its Extension to General Reward Functions



Yihan Du , Yuko Kuroki , Wei Chen


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Continuous Mean-Covariance Bandits



Yihan Du , Siwei Wang , Zhixuan Fang , Longbo Huang


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A One-Size-Fits-All Solution to Conservative Bandit Problems



Yihan Du , Siwei Wang , Longbo Huang


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Combinatorial Pure Exploration of Dueling Bandit



Wei Chen , Yihan Du , Longbo Huang , Haoyu Zhao

* Accepted to ICML 2020 

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Combinatorial Pure Exploration with Partial or Full-Bandit Linear Feedback



Wei Chen , Yihan Du , Yuko Kuroki


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Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation



Yihan Du , Yan Yan , Si Chen , Yang Hua


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