The Trajectory Alignment Coefficient in Two Acts: From Reward Tuning to Reward Learning

Calarina Muslimani, Yunshu Du, Kenta Kawamoto +3

The success of reinforcement learning (RL) is fundamentally tied to having a reward function that accurately reflects the task objective. Yet, designing reward functions is notorio…