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cs.LG2022
Combining Reinforcement Learning and Inverse Reinforcement Learning for Asset Allocation Recommendations
Igor Halperin, Jiayu Liu, Xiao Zhang
We suggest a simple practical method to combine the human and artificial intelligence to both learn best investment practices of fund managers, and provide recommendations to impro…
cs.LG2020★ 1 cited
Effective Version Space Reduction for Convolutional Neural Networks
Jiayu Liu, Ioannis Chiotellis, Rudolph Triebel +1
In active learning, sampling bias could pose a serious inconsistency problem and hinder the algorithm from finding the optimal hypothesis. However, many methods for neural networks…