Mitigating Bias in Low-SNR Financial Reinforcement Learning via Quantum Representations

Zeyu Liu, Xuanzhi Feng, Sing Kwong Lai +6

The financial market is a typical low signal-to-noise ratio (SNR) setting, which often destabilizes off-policy maximum-entropy methods like Soft Actor-Critic (SAC). Specifically, n…