Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs Paper • 2605.30611 • Published 14 days ago • 192
When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs Paper • 2605.24202 • Published 20 days ago • 17
Speculative Pipeline Decoding: Higher-Accruacy and Zero-Bubble Speculation via Pipeline Parallelism Paper • 2605.30852 • Published 13 days ago • 10
When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs Paper • 2605.24202 • Published 20 days ago • 17
When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs Paper • 2605.24202 • Published 20 days ago • 17
MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning Paper • 2605.14212 • Published 28 days ago • 18
EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales Paper • 2605.11136 • Published about 1 month ago • 11
EVA: Efficient Reinforcement Learning for End-to-End Video Agent Paper • 2603.22918 • Published Mar 24 • 44
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play Paper • 2509.25541 • Published Sep 29, 2025 • 142
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22, 2025 • 162
Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning Paper • 2508.08221 • Published Aug 11, 2025 • 50
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 143
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published Aug 9, 2025 • 117
WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue Paper • 2506.01881 • Published Jun 2, 2025 • 6
Table-R1: Inference-Time Scaling for Table Reasoning Paper • 2505.23621 • Published May 29, 2025 • 93
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks Paper • 2504.05118 • Published Apr 7, 2025 • 26