RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
Paper • 2511.07317 • Published • 18
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papers about 1 year ago
QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL
Paper • 2510.00967 • Published • 13
GEM: A Gym for Agentic LLMs
Paper • 2510.01051 • Published • 92
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
Paper • 2508.17445 • Published • 80
Group Sequence Policy Optimization
Paper • 2507.18071 • Published • 323
MUR: Momentum Uncertainty guided Reasoning for Large Language Models
Paper • 2507.14958 • Published • 47
Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny
Paper • 2507.16331 • Published • 22
RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback
Paper • 2507.15024 • Published • 14
The Invisible Leash: Why RLVR May Not Escape Its Origin
Paper • 2507.14843 • Published • 85
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR
Paper • 2507.15778 • Published • 21
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Paper • 2507.13348 • Published • 80
OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique
Paper • 2507.09075 • Published • 19
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
Paper • 2507.10532 • Published • 90