Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published 23 days ago • 139
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published 15 days ago • 205
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published 17 days ago • 229
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning Paper • 2607.14777 • Published 15 days ago • 103
RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Paper • 2607.11683 • Published 18 days ago • 148
SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue Paper • 2605.30993 • Published May 29 • 62
Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses Paper • 2606.02373 • Published Jun 1 • 60
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application Paper • 2606.12191 • Published Jun 10 • 70
Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution Paper • 2606.10917 • Published Jun 9 • 77
OCC-RAG: Optimal Cognitive Core for Faithful Question Answering Paper • 2606.00683 • Published May 30 • 102
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces Paper • 2606.09426 • Published Jun 8 • 107
GrepSeek: Training Search Agents for Direct Corpus Interaction Paper • 2605.29307 • Published May 28 • 117
Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows Paper • 2604.28139 • Published Apr 30 • 43
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning Paper • 2603.04597 • Published Mar 4 • 211
SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise Paper • 2602.12783 • Published Feb 13 • 246