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Zhang-Wei Hong

ROER: Regularized Optimal Experience Replay

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Jul 04, 2024
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Text-to-Drive: Diverse Driving Behavior Synthesis via Large Language Models

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Jun 06, 2024
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Curiosity-driven Red-teaming for Large Language Models

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Feb 29, 2024
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Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity

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Oct 26, 2023
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Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets

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Oct 12, 2023
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Parallel $Q$-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation

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Jul 24, 2023
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Neuro-Inspired Efficient Map Building via Fragmentation and Recall

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Jul 11, 2023
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TGRL: An Algorithm for Teacher Guided Reinforcement Learning

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Jul 06, 2023
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Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting

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Jun 22, 2023
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Redeeming Intrinsic Rewards via Constrained Optimization

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Nov 18, 2022
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