SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning

Zhongjian Qiao, Jiafei Lyu, Kechen Jiao +2

The performance of offline reinforcement learning (RL) suffers from the limited size and quality of static datasets. Model-based offline RL addresses this issue by generating synth…