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237 Results
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Poster
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Near-Optimal Adversarial Reinforcement Learning with Switching Costs Ming Shi · Yingbin Liang · Ness Shroff |
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Poster
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A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning Zixiang Chen · Chris Junchi Li · Angela Yuan · Quanquan Gu · Michael Jordan |
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Poster
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Wed 7:30 |
Towards convergence to Nash equilibria in two-team zero-sum games Fivos Kalogiannis · Ioannis Panageas · Emmanouil-Vasileios Vlatakis-Gkaragkounis |
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Poster
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Exponential Generalization Bounds with Near-Optimal Rates for Lq-Stable Algorithms Xiaotong Yuan · Ping Li |
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Poster
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Wed 2:30 |
On The Inadequacy of Optimizing Alignment and Uniformity in Contrastive Learning of Sentence Representations Zhijie Nie · Richong Zhang · Yongyi Mao |
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Poster
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Differentially Private Adaptive Optimization with Delayed Preconditioners Tian Li · Manzil Zaheer · Ken Liu · Sashank Reddi · H. Brendan McMahan · Virginia Smith |
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Poster
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Tue 7:30 |
Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement Samuel Neumann · Sungsu Lim · Ajin Joseph · Yangchen Pan · Adam White · Martha White |
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Oral
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Wed 1:50 |
Multi-Objective Online Learning Jiyan Jiang · Wenpeng Zhang · Shiji Zhou · Lihong Gu · Xiaodong Zeng · Wenwu Zhu |
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Poster
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Tue 2:30 |
Adaptive Optimization in the ∞-Width Limit Etai Littwin · Greg Yang |
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Poster
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Wed 2:30 |
Multi-Objective Online Learning Jiyan Jiang · Wenpeng Zhang · Shiji Zhou · Lihong Gu · Xiaodong Zeng · Wenwu Zhu |
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Poster
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Wed 7:30 |
Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences Alan Chan · Hugo Silva · Sungsu Lim · Tadashi Kozuno · A. Rupam Mahmood · Martha White |
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Poster
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Efficiently Controlling Multiple Risks with Pareto Testing Bracha Laufer-Goldshtein · Adam Fisch · Regina Barzilay · Tommi Jaakkola |