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upvoted a paper about 16 hours ago

SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks

Paper • 2604.08865 • Published 6 days ago • 24

upvoted a paper 6 months ago

Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn LLM Agents

Paper • 2510.14967 • Published Oct 16, 2025 • 34

upvoted a paper 7 months ago

The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward

Paper • 2509.07430 • Published Sep 9, 2025 • 3

upvoted a paper 11 months ago

Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

Paper • 2505.15966 • Published May 21, 2025 • 53