Trajectory Graph Learning: Aligning with Long Trajectories in Reinforcement Learning Without Reward Design

TL;DR

Reinforcement learning (RL) often relies on manually designed reward functions, which are difficult to specify and can lead to issues such as reward hacking and suboptimal behavior…

Opening excerpt from the authors’ abstract. source