Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL

Qi Lv, Xiang Deng, Gongwei Chen +2

While the conditional sequence modeling with the transformer architecture has demonstrated its effectiveness in dealing with offline reinforcement learning (RL) tasks, it is strugg…