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Combining Reinforcement Learning and Inverse Reinforcement Learning for Asset Allocation Recommendations

Halperin, Igor; Liu, Jiayu; Zhang, Xiao; Zhang, Xiao - 2022

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 improve them. Our approach is based on a combination of Inverse Reinforcement Learning (IRL) and RL. First, the IRL...

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What drives the internationalization of Chinese SMEs? : the joint effects of international entrepreneurship characteristics, network ties, and firm ownership

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