Yuyong Hu

Multi-Task Reinforcement Learning with Cost-based HTN Planning

2024

Multi-task Reinforcement Learning (MT-RL) faces key challenges in accomplishing complex long-horizon tasks, particularly related to scarce rewards, inefficient sample usage, and low transferability. These challenges are exacerbated in real world scenarios where tasks can often …