PrefPoE: Advantage-Guided Preference Fusion for Learning Where to Explore

Zhihao Lin, Lin Wu, Zhen Tian +1

Exploration in reinforcement learning remains a critical challenge, as naive entropy maximization often results in high variance and inefficient policy updates. We introduce \textb…