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05/23/2023
L-SA: Learning Under-Explored Targets in Multi-Target Reinforcement Learning
Tasks that involve interaction with various targets are called multi-tar...
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04/17/2023
Learning Geometry-aware Representations by Sketching
Understanding geometric concepts, such as distance and shape, is essenti...
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10/31/2022
DUEL: Adaptive Duplicate Elimination on Working Memory for Self-Supervised Learning
In Self-Supervised Learning (SSL), it is known that frequent occurrences...
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10/20/2022
Robust Imitation via Mirror Descent Inverse Reinforcement Learning
Recently, adversarial imitation learning has shown a scalable reward acq...
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12/02/2020
Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning
Active learning is widely used to reduce labeling effort and training ti...
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06/03/2019