Ziqi Zha

Towards High Efficient Long-Horizon Planning With Expert-Guided Motion-Encoding Tree Search

Autonomous driving holds promise for increased safety, optimized traffic management, and a new level of convenience in transportation. While model-based reinforcement learning approaches such as MuZero enables long-term planning, the exponentially increase of the number of search nodes as the tree g