RULER (Relative Universal LLM-Elicited Rewards) eliminates the need for hand-crafted reward functions by using an LLM-as-judge to automatically score agent trajectories. Simply define your task in the ...

Abstract: Soft sensors have been widely used in many industrial processes for monitoring and optimization. Existing soft-sensing methods rely on high-quality data. However, the intrinsic patterns of ...