Out-of-distribution (OOD) generalization, where the model needs to handl...
Existing imitation learning works mainly assume that the demonstrator wh...
This work aims to address the challenges in autonomous driving by focusi...
Transformers based on the attention mechanism have achieved impressive
s...
Policy constraint methods to offline reinforcement learning (RL) typical...