Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off

Neural Information Processing Systems 

We address this gap by analyzing Monte-Carlo policy evaluation for LQR systems and uncover a fundamental trade-off between approximation and statistical error in value estimation.

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