A Comparison Between Decision Transformers and Traditional Offline Reinforcement Learning Algorithms

Ali Murtaza Caunhye, Asad Jeewa

The field of Offline Reinforcement Learning (RL) aims to derive effective policies from pre-collected datasets without active environment interaction. While traditional offline RL…