no code implementations • 14 Mar 2022 • Qinjie Lin, Han Liu, Biswa Sengupta
Our results also demonstrate the advantage of the switch transformer model for absorbing expert knowledge and the importance of value distribution in evaluating the trajectory.
1 code implementation • ICLR 2020 • Binghong Chen, Bo Dai, Qinjie Lin, Guo Ye, Han Liu, Le Song
We propose a meta path planning algorithm named \emph{Neural Exploration-Exploitation Trees~(NEXT)} for learning from prior experience for solving new path planning problems in high dimensional continuous state and action spaces.