Model-Based Offline Planning with Trajectory Pruning

Xianyuan Zhan, Xiangyu Zhu, Haoran Xu

The recent offline reinforcement learning (RL) studies have achieved much progress to make RL usable in real-world systems by learning policies from pre-collected datasets without…