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upvoted 3 papers 10 days ago

Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning

Paper • 2508.08221 • Published 11 days ago • 40

CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks

Paper • 2507.23751 • Published 22 days ago • 4

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Paper • 2508.07407 • Published 12 days ago • 82

upvoted a paper about 1 month ago

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

Paper • 2507.10532 • Published Jul 14 • 85

upvoted a paper 4 months ago

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6 • 184