view article Article Welcome RL Environments to the hub +6 burtenshaw, AdithyaSK, sergiopaniego, xeophon, ryanmarten, merve, lhoestq, julien-c • 14 days ago • 32
Collective Bias Mitigation via Model Routing and Collaboration Paper • 2610.03240 • Published 10 days ago • 20
view article Article The Open Source Community is backing OpenEnv for Agentic RL +18 burtenshaw, spisakjo, lysandre, darktex, willcb, qjoy, pawalt, cwing-nv, danielhanchen, andrewzhou, thegovind, shimmyshimmer, Hamid-Nazeri, Sanyam, zkwentz, emre0, lewtun, sergiopaniego, banghua, unseenmars • Jun 8 • 121
Measuring the Checker: Mutation Analysis for GPU-Kernel Benchmark Oracles Paper • 2609.22220 • Published Sep 2 • 7
Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction Paper • 2607.01764 • Published Jul 2 • 7
CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models Paper • 2602.17684 • Published Feb 4 • 24
Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model Paper • 2602.07422 • Published Feb 7 • 22
Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling Paper • 2602.02453 • Published Feb 2 • 36
Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning Paper • 2601.09667 • Published Jan 14 • 91
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs Paper • 2601.08763 • Published Jan 13 • 150
VNHSGE: VietNamese High School Graduation Examination Dataset for Large Language Models Paper • 2305.12199 • Published May 20, 2023 • 2
WMPO: World Model-based Policy Optimization for Vision-Language-Action Models Paper • 2511.09515 • Published Nov 12, 2025 • 21
Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads Paper • 2511.06209 • Published Nov 9, 2025 • 20
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs Paper • 2507.09477 • Published Jul 13, 2025 • 90
LongCodeZip: Compress Long Context for Code Language Models Paper • 2510.00446 • Published Oct 1, 2025 • 80