AdaBoost maximum entropy deep inverse reinforcement learning with truncated gradient
Information Sciences（2022）
Abstract
•A novel Aadaboost-maximum entropy deep inverse reinforcement learning method is proposed.•Truncated Gradient and correction factor are introduced to solve sparsity and overfitting problems.•Experiments show the efficiency of our method in learning rewards of various problems.
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Key words
Inverse reinforcement learning,Maximum entropy,Convolutional Neural Network,AdaBoost algorithm,Truncated gradient
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