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Deep Reinforcement Learning for Solving Management Problems: Towards A Large Management Mode
We introduce a deep reinforcement learning (DRL) approach for solving management problems including inventory management, dynamic pricing, and recommendation.
RiskMiner: Discovering Formulaic Alphas via Risk Seeking Monte Carlo Tree Search
Existing alpha mining only employs the neural network agent, unable to utilize the structural information of the solution space.
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