E${}^2$DT: Efficient and Effective Decision Transformer with Experience-Aware Sampling for Robotic Manipulation

Kaiyan Zhao, Borong Zhang, Yiming Wang +4

In reinforcement learning (RL) for robotic manipulation, the Decision Transformer (DT) has emerged as an effective framework for addressing long-horizon tasks. However, DT's perfor…