🏢 School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen)
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
·2365 words·12 mins·
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AI Generated
Machine Learning
Reinforcement Learning
🏢 School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen)
Decision Mamba: a novel offline RL model, leverages a multi-grained state space model and self-evolution regularization to overcome challenges with out-of-distribution data and noisy labels, achieving…
Boosting Transferability and Discriminability for Time Series Domain Adaptation
·3675 words·18 mins·
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AI Generated
Machine Learning
Transfer Learning
🏢 School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen)
ACON: Adversarial CO-learning Networks enhances time series domain adaptation by cleverly combining temporal and frequency features. Frequency features boost within-domain discriminability, while temp…