Low-Rank Adaptation for Critic Learning in Off-Policy Reinforcement Learning.

arXiv:2604.18978v3 Announce Type: replace-cross Abstract: Scaling critic capacity is a promising direction for improving off-policy reinforcement learning (RL). However, recent work shows that larger critics are prone to overfitting and instability in replay-b