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Achieving Fast Environment Adaptation of DRL-Based Computation Offloading in Mobile Edge Computing.

, , , and . IEEE Trans. Mob. Comput., 23 (5): 6347-6362 (May 2024)

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Bias-Variance Trade-off in Physics-Informed Neural Networks with Randomized Smoothing for High-Dimensional PDEs., , , , and . CoRR, (2023)Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks., , , and . CoRR, (2023)FEAT: Towards Fast Environment-Adaptive Task Offloading and Power Allocation in MEC., , , , and . INFOCOM, page 1-10. IEEE, (2023)REBOOT: Reuse Data for Bootstrapping Efficient Real-World Dexterous Manipulation., , , , , and . CoRL, volume 229 of Proceedings of Machine Learning Research, page 1930-1949. PMLR, (2023)A Resource Management Model for Real-time Edge System of Multiple Robots., , , , , , and . CSCloud/EdgeCom, page 222-227. IEEE, (2020)ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction., , , , , , , and . KDD, page 731-752. ACM, (2020)TransOff: Towards Fast Transferable Computation Offloading in MEC via Embedded Reinforcement Learning., , and . ICDCS, page 931-941. IEEE, (2023)Object Pose Estimation for Robotic Grasping based on Multi-view Keypoint Detection., , , , , and . ISPA/BDCloud/SocialCom/SustainCom, page 1295-1302. IEEE, (2021)Achieving Fast Environment Adaptation of DRL-Based Computation Offloading in Mobile Edge Computing., , , and . IEEE Trans. Mob. Comput., 23 (5): 6347-6362 (May 2024)Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition methodology., , , and . CoRR, (2022)