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School of Management, Milton Stewart School of Industrial and Systems Engineering, School of Industrial and Systems Engineering, Fudan University H, Georgia Institute of Technology, Fudan University
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Stop wasting expensive RL interactions: this new framework uses large deviations theory to find provably near-optimal data acquisition policies.