Reinforcement Learning with Pairwise Preferences in Long-Term Decision Problems 事件

Reinforcement Learning with Pairwise Preferences in Long-Term Decision Problems arXiv:2606.00367v1 Announce Type: cross Abstract: Reinforcement learning problems typically define the goal as maximizing the expected value of a scalar reward function. But, pairwise preferences are often easier to specify than scalar rewards, and they express certain goals that scalar rewards cannot. Methods for reinforcement learning with pairwise preferences have thus received growing interest. Unfortunately, th