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25 Results

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Poster
Tue 7:30 Personalized Reward Learning with Interaction-Grounded Learning (IGL)
Jessica Maghakian · Paul Mineiro · Kishan Panaganti · Mark Rucker · Akanksha Saran · Cheng Tan
Poster
Mon 2:30 Interaction-Based Disentanglement of Entities for Object-Centric World Models
Akihiro Nakano · Masahiro Suzuki · Yutaka Matsuo
Poster
Graph Domain Adaptation via Theory-Grounded Spectral Regularization
Yuning You · Tianlong Chen · Zhangyang Wang · Yang Shen
Poster
Wed 2:30 User-Interactive Offline Reinforcement Learning
Phillip Swazinna · Steffen Udluft · Thomas A. Runkler
Poster
Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
Moritz Thürlemann · Sereina Riniker
Poster
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
Phillip Lippe · Sara Magliacane · Sindy Löwe · Yuki Asano · Taco Cohen · Efstratios Gavves
Workshop
Unsupervised Object Interaction Learning with Counterfactual Dynamics Models
Jongwook Choi · Sungtae Lee · Xinyu Wang · Sungryull Sohn · Honglak Lee
Poster
Asymptotic Instance-Optimal Algorithms for Interactive Decision Making
Kefan Dong · Tengyu Ma
Poster
Tue 2:30 Transformer-based World Models Are Happy With 100k Interactions
Jan Robine · Marc Höftmann · Tobias Uelwer · Stefan Harmeling
Poster
Learning rigid dynamics with face interaction graph networks
Kelsey Allen · Yulia Rubanova · Tatiana Lopez-Guevara · William Whitney · Alvaro Sanchez Gonzalez · Peter Battaglia · Tobias Pfaff
Poster
Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences
Lin Guan · Karthik Valmeekam · Subbarao Kambhampati
Workshop
Global-Local Policy Search and Its Application in Grid-Interactive Building Control
Xiangyu Zhang · Yue Chen · Andrey Bernstein