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• Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
  2025 · 761 citations
• Expel: LLM Agents Are Experiential Learners
  2023 · 473 citations
• Emulating Human-like Adaptive Vision for Efficient and Flexible Machine Visual Perception
  2025 · 2 citations
• Group-theoretic error mitigation enabled by classical shadows and symmetries
  2023 · 2 citations
• Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
  2025 · 1 citations
• Learning, Optimizing, and Simulating Fermions with Quantum Computers
  2023 · 1 citations
• Voxtral TTS
  2026
• Goedel-Code-Prover: Hierarchical Proof Search for Open State-of-the-Art Code Verification
  2026
• Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
  2025
• MorphEUS: Morphable Omnidirectional Unmanned System
  2025
• Towards Understanding the Benefit of Multitask Representation Learning in Decision Process
  2025
• DMotion: Robotic Visuomotor Control with Unsupervised Forward Model Learned from Videos
  2021
• Quantum computational advantage attested by nonlocal games with the cyclic cluster state
  2021
• LLM-based Optimization of Compound AI Systems: A Survey
  2024