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Table 1 Error strengths for the configurations of the custom noise model used in Fig. 14. Depolarization (1Q) indicates the single qubit depolarising channel applied after each single-qubit gate, and similarly for 2Q for two-qubit gates. Configuration a) in bold is based on error rates published by IBM at the time of writing, as described in the main text

From: Robustness of quantum reinforcement learning under hardware errors

Error source

a)

b)

c)

d)

Depolarization (1Q)

0.001

0.001

0.01

0.1

Depolarization (2Q)

0.01

0.01

0.1

0.2

Amplitude damping

0.0003

0.03

0.03

0.1

Bitflip (measurement)

0.01

0.01

0.1

0.1