Younus

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upvoted 2 papers 6 months ago

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 230

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

Paper • 2508.08221 • Published Aug 11, 2025 • 50

upvoted 4 papers 7 months ago

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2, 2025 • 238

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following

Paper • 2508.02150 • Published Aug 4, 2025 • 37

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 317

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26, 2025 • 158