Information-Time Proximal Policy Optimization.

arXiv:2609.24380v1 Announce Type: cross Abstract: RLVR has substantially improved the reasoning capabilities of LLMs. However, existing methods typically parameterize temporal progression in the Markov Decision Process by token-by-token generation, despite the