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274 Results
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Workshop
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Learning Multi-Objective Optimization Problem Through Online Learning Chaosheng Dong · Yijia Wang · Bo Zeng |
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Workshop
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AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design Romain Lacombe · Khalid El-Awady |
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Poster
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Thu 8:45 |
Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems Zhendong Chu · Nan Wang · Hongning Wang |
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Poster
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Tue 15:15 |
Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms Peiyao Xiao · Hao Ban · Hao Ban · Kaiyi Ji |
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Poster
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Tue 8:45 |
A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning Nika Haghtalab · Michael Jordan · Eric Zhao |
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Poster
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Tue 15:15 |
Hypervolume Maximization: A Geometric View of Pareto Set Learning Xiaoyuan Zhang · Xi Lin · Bo Xue · Yifan Chen · Qingfu Zhang |
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Poster
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Thu 15:00 |
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance Lisha Chen · Heshan Fernando · Yiming Ying · Tianyi Chen |
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Poster
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Tue 15:15 |
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization Jinbiao Chen · Jiahai Wang · Zizhen Zhang · Zhiguang Cao · Te Ye · Siyuan Chen |
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Workshop
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DrugImprover: Utilizing Reinforcement Learning for Multi-Objective Alignment in Drug Optimization Xuefeng Liu · Songhao Jiang · Archit Vasan · Alexander Brace · Ozan Gokdemir · Thomas Brettin · Fangfang Xia · Ian Foster · Rick Stevens |
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Workshop
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DrugImprover: Utilizing Reinforcement Learning for Multi-Objective Alignment in Drug Optimization Xuefeng Liu · Songhao Jiang · Archit Vasan · Alexander Brace · Ozan Gokdemir · Thomas Brettin · Fangfang Xia · Ian Foster · Rick Stevens |
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Poster
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Tue 8:45 |
Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback Han Shao · Lee Cohen · Avrim Blum · Yishay Mansour · Aadirupa Saha · Matthew Walter |
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Poster
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Wed 8:45 |
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement Jinbiao Chen · Zizhen Zhang · Zhiguang Cao · Yaoxin Wu · Yining Ma · Te Ye · Jiahai Wang |