Publications
Preprints
2024
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PreprintRLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning2024
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PreprintReal-Time Dynamic Robot-Assisted Hand-Object Interaction via Motion Primitives2024
2023
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PreprintRLLTE: Long-Term Evolution Project of Reinforcement Learning2023
2022
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PreprintIntrinsically-Motivated Reinforcement Learning: A Brief Introduction2022
Conference Papers
2023
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ICMLAutomatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement LearningIn International Conference on Machine Learning , 2023
2022
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NeurIPSRewarding Episodic Visitation Discrepancy for Exploration in Reinforcement LearningIn Deep Reinforcement Learning Workshop NeurIPS 2022 , 2022
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SSCIExploring Beyond-Demonstrator via Meta Learning-Based Reward ExtrapolationIn 2022 IEEE Symposium Series on Computational Intelligence (SSCI) , 2022
2021
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WOCCTransformer empowered CSI feedback for massive MIMO systemsIn 2021 30th Wireless and Optical Communications Conference (WOCC) , 2021
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GLOBECOMMulti-Agent Reinforcement Learning-Based Fairness-Aware Scheduling for Bursty TrafficIn 2021 IEEE Global Communications Conference (GLOBECOM) , 2021
Journal Papers
2022
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TAIRényi state entropy maximization for exploration acceleration in reinforcement learningIEEE Transactions on Artificial Intelligence, 2022
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TSIPFairness-Oriented User Scheduling for Bursty Downlink Transmission Using Multi-Agent Reinforcement LearningAPSIPA Transactions on Signal and Information Processing, 2022