Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning Paper • 2607.18722 • Published 1 day ago • 26
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published 9 days ago • 209
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published 9 days ago • 209
TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL Paper • 2606.01599 • Published Jun 1 • 17
Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis Paper • 2605.14392 • Published May 14 • 10
Running Agents Featured 55 Hy3-preview ⚡ 55 Hy3-preview multi-turn streaming chat with function calling
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning Paper • 2601.19280 • Published Jan 27 • 9
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning Paper • 2601.19280 • Published Jan 27 • 9
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning Paper • 2601.19280 • Published Jan 27 • 9
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 55
Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning Paper • 2512.15687 • Published Dec 17, 2025 • 22
Every Question Has Its Own Value: Reinforcement Learning with Explicit Human Values Paper • 2510.20187 • Published Oct 23, 2025 • 20
TARDIS STRIDE: A Spatio-Temporal Road Image Dataset for Exploration and Autonomy Paper • 2506.11302 • Published Jun 12, 2025 • 3
Every Question Has Its Own Value: Reinforcement Learning with Explicit Human Values Paper • 2510.20187 • Published Oct 23, 2025 • 20
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering Paper • 2510.01591 • Published Oct 2, 2025 • 28
TARDIS STRIDE: A Spatio-Temporal Road Image Dataset for Exploration and Autonomy Paper • 2506.11302 • Published Jun 12, 2025 • 3
Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation Paper • 2509.15194 • Published Sep 18, 2025 • 33