WebHaipeng Luo is an Assistant Professor in the Department of Computer Science at the University of Southern California. He obtained his PhD from Princeton University in 2016 and spent a year at Microsoft Research, NYC as a post-doc researcher afterwards. His research interest is in theoretical and applied machine learning, with a focus on online … WebChi Jin1 Tiancheng Jin 2Haipeng Luo Suvrit Sra3 Tiancheng Yu3 Abstract We consider the task of learning in episodic finite-horizon Markov decision processes with an un-known transition function, bandit feedback, and adversarial losses. We propose an efficient algo-
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WebJan 10, 2024 · Chen-Yu Wei, Haipeng Luo We develop a novel and generic algorithm for the adversarial multi-armed bandit problem (or more generally the combinatorial semi-bandit problem). When instantiated differently, our algorithm achieves various new data-dependent regret bounds improving previous work. WebDec 18, 2024 · Improved No-Regret Algorithms for Stochastic Shortest Path with Linear MDP Liyu Chen, Rahul Jain, Haipeng Luo We introduce two new no-regret algorithms for the stochastic shortest path (SSP) problem with a linear MDP that significantly improve over the only existing results of (Vial et al., 2024). the roxy facebook
Finding Simplicity in the Complexity of Postseismic Coastal Uplift …
WebHaipeng Luo, Chen-Yu Wei, Kai Zheng NeurIPS 2024 (Spotlight) Efficient Contextual Bandits in Non-Stationary Worlds Haipeng Luo, Chen-Yu Wei, Alekh Agarwal, John … WebSep 29, 2024 · Haipeng Luo. [email protected]; orcid.org/0000-0003-0535-7271; School of Earth and Ocean Sciences, University of Victoria, Victoria, BC, Canada. Now … WebJan 1, 2024 · Haipeng Luo; Haipeng Luo 2 School of Earth and Ocean Sciences, University of Victoria, Victoria, British Columbia V8W 2Y2, Canada Search for other works by this author on: GSW Google Scholar Kelin Wang; Kelin Wang 2 School of Earth and Ocean Sciences, University of Victoria, Victoria, British Columbia V8W 2Y2, Canada 3 the roxy events place