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24 Results
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Poster
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Wed 2:30 |
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning David Mguni · Taher Jafferjee · Jianhong Wang · Nicolas Perez-Nieves · Oliver Slumbers · Feifei Tong · · Jiangcheng Zhu · Yaodong Yang · Jun Wang |
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Poster
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Wed 10:30 |
DARA: Dynamics-Aware Reward Augmentation in Offline Reinforcement Learning Jinxin Liu · Hongyin Zhang · Donglin Wang |
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Poster
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Mon 2:30 |
Learning Synthetic Environments and Reward Networks for Reinforcement Learning Fabio Ferreira · Thomas Nierhoff · Andreas Sälinger · Frank Hutter |
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Poster
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Tue 10:30 |
Learning Neural Contextual Bandits through Perturbed Rewards Yiling Jia · Weitong ZHANG · Dongruo Zhou · Quanquan Gu · Hongning Wang |
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Workshop
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Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning Aviv Netanyahu · Tianmin Shu · Joshua B Tenenbaum · Pulkit Agrawal |
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Workshop
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Open-Ended Reinforcement Learning with Neural Reward Functions Robert Meier · Asier Mujika |
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Spotlight
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Mon 18:30 |
Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration Desik Rengarajan · Gargi Vaidya · Akshay Sarvesh · Dileep Kalathil · Srinivas Shakkottai |
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Spotlight
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Tue 10:30 |
Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward FNU Hairi · Jia Liu · Songtao Lu |
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Poster
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Wed 10:30 |
Reward Uncertainty for Exploration in Preference-based Reinforcement Learning Xinran Liang · Katherine Shu · Kimin Lee · Pieter Abbeel |
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Poster
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Wed 18:30 |
The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models Alexander Pan · Kush Bhatia · Jacob Steinhardt |
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Spotlight
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Tue 18:30 |
Dynamics-Aware Comparison of Learned Reward Functions Blake W Wulfe · Logan Ellis · Jean Mercat · Rowan T McAllister · Adrien Gaidon |
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Workshop
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Toward Evolutionary Autocurricula: Emergent Sociality from Inclusive Rewards Andries Rosseau · Raphael Avalos Martinez de Escobar · Ann Nowe |