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Poster
Wed 8:45 Federated Multi-Objective Learning
Haibo Yang · Zhuqing Liu · Jia Liu · Chaosheng Dong · Michinari Momma
Poster
Thu 8:45 Distributional Pareto-Optimal Multi-Objective Reinforcement Learning
Xin-Qiang Cai · Pushi Zhang · Li Zhao · Jiang Bian · Masashi Sugiyama · Ashley Llorens
Poster
Wed 15:00 Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning
Fan Feng · Sara Magliacane
Workshop
AutODEx: Automated Optimal Design of Experiments Platform with Data- and Time-Efficient Multi-Objective Optimization
Yunsheng Tian · Pavle Konakovic · Beichen Li · Ane Zuniga · Michael Foshey · Timothy Erps · Wojciech Matusik · Mina Konakovic Lukovic
Poster
Thu 15:00 Sample-efficient Multi-objective Molecular Optimization with GFlowNets
Yiheng Zhu · Jialu Wu · Chaowen Hu · Jiahuan Yan · kim hsieh · Tingjun Hou · Jian Wu
Poster
Tue 8:45 Exponentially Convergent Algorithms for Supervised Matrix Factorization
Joowon Lee · Hanbaek Lyu · Weixin Yao
Poster
Tue 15:15 Multi-Object Representation Learning via Feature Connectivity and Object-Centric Regularization
Alex Foo · Wynne Hsu · Mong Li Lee
Poster
Thu 15:00 FAMO: Fast Adaptive Multitask Optimization
Bo Liu · Yihao Feng · Peter Stone · Qiang Liu
Workshop
Target Conditioned GFlowNet for Drug Design
Tony Shen · Mohit Pandey · Martin Ester
Workshop
Target Conditioned GFlowNet for Drug Design
Tony Shen · Mohit Pandey · Martin Ester
Workshop
Target Conditioned GFlowNet for Drug Design
Tony Shen · Mohit Pandey · Martin Ester
Poster
Thu 15:00 A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning
Florian Felten · Lucas N. Alegre · Ann Nowe · Ana Bazzan · El Ghazali Talbi · Grégoire Danoy · Bruno C. da Silva