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06/02/2023
Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification
Active Learning (AL) is a human-in-the-loop framework to interactively a...
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05/18/2023
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings
Deep neural networks have consistently shown great performance in severa...
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02/05/2022
Transfer Reinforcement Learning for Differing Action Spaces via Q-Network Representations
Transfer learning approaches in reinforcement learning aim to assist age...
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07/01/2021