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cs.LG2022★ 1 cited
Hierarchical Decision Transformer
André Correia, Luís A. Alexandre
Sequence models in reinforcement learning require task knowledge to estimate the task policy. This paper presents a hierarchical algorithm for learning a sequence model from demons…
cs.LG2021
EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search
Vasco Lopes, Saeid Alirezazadeh, Luís A. Alexandre
Neural Architecture Search (NAS) has shown excellent results in designing architectures for computer vision problems. NAS alleviates the need for human-defined settings by automati…