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2025 ICML ICML 2025

Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

❓ The Questioner
🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Zeyu Jia, Alexander Rakhlin, Tengyang Xie

Topics

Machine Learning > Optimization & Theory > Learning Theory Reinforcement Learning > Methods > Deep RL Artificial Intelligence > Core AI > Large Language Models

Keywords

reinforcement learning process supervision advantage function outcome supervision change of trajectory measure lemma statistical difficulty
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