SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning

1 code implementation • NeurIPS 2023 • Dohyeok Lee, Seungyub Han, Taehyun Cho, Jungwoo Lee

Alleviating overestimation bias is a critical challenge for deep reinforcement learning to achieve successful performance on more complex tasks or offline datasets containing out-of-distribution data.

Offline RL Q-Learning +1