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upvoted a paper about 2 months ago

RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments

Paper • 2511.07317 • Published Nov 10, 2025 • 15

authored 2 papers 3 months ago

VSC-RL: Advancing Autonomous Vision-Language Agents with Variational Subgoal-Conditioned Reinforcement Learning

Paper • 2502.07949 • Published Feb 11, 2025 • 1

QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL

Paper • 2510.00967 • Published Oct 1, 2025 • 11

upvoted 2 papers 3 months ago

QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL

Paper • 2510.00967 • Published Oct 1, 2025 • 11

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1, 2025 • 89

upvoted a paper 4 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

upvoted 4 papers 5 months ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 316

MUR: Momentum Uncertainty guided Reasoning for Large Language Models

Paper • 2507.14958 • Published Jul 20, 2025 • 46

Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny

Paper • 2507.16331 • Published Jul 22, 2025 • 20

RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback

Paper • 2507.15024 • Published Jul 20, 2025 • 14

upvoted 5 papers 6 months ago

The Invisible Leash: Why RLVR May Not Escape Its Origin

Paper • 2507.14843 • Published Jul 20, 2025 • 85

Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR

Paper • 2507.15778 • Published Jul 21, 2025 • 20

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning

Paper • 2507.13348 • Published Jul 17, 2025 • 77

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique

Paper • 2507.09075 • Published Jul 11, 2025 • 15

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

Paper • 2507.10532 • Published Jul 14, 2025 • 89