Zichen Zhang

A Simple Decentralized Cross-Entropy Method

2022 · arXiv (Cornell University)

Cross-Entropy Method (CEM) is commonly used for planning in model-based reinforcement learning (MBRL) where a centralized approach is typically utilized to update the sampling distribution based on only the top-$k$ operation's results on samples. In …