InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning

Yuchen Yan, Liang Jiang, Jin Jiang +7

Large reasoning models achieve strong performance by scaling inference-time chain-of-thought, but this paradigm suffers from quadratic cost, context length limits, and degraded rea…