rewards

IIf most discussions of AI risk conjure up disastrous scenarios of hyper-intelligent bots brandishing nuclear codes, perhaps we should think closer to home. In his urgent, humane book, sociologist James …

In this tutorial, we explore Online Process Reward Learning (OPRL) and demonstrate how we can learn dense, step-level reward signals from trajectory preferences to solve sparse-reward reinforcement learning tasks. We …