Policy-Based Trajectory Clustering in Offline Reinforcement Learning

Hao Hu, Xinqi Wang, Simon Shaolei Du

We introduce a novel task of clustering trajectories from offline reinforcement learning (RL) datasets, where each cluster center represents the policy that generated its trajector…