Reinformer: Max-Return Sequence Modeling for Offline RL

Zifeng Zhuang, Dengyun Peng, Jinxin Liu +2

As a data-driven paradigm, offline reinforcement learning (RL) has been formulated as sequence modeling that conditions on the hindsight information including returns, goal or futu…