RLinf: Flexible and Efficient Large-scale Reinforcement Learning via Macro-to-Micro Flow Transformation Paper • 2509.15965 • Published Sep 19, 2025 • 17
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning Paper • 2602.04634 • Published 6 days ago • 89
MARSHAL Collection MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs • 6 items • Updated Dec 5, 2025 • 2
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models Paper • 2511.08577 • Published Nov 11, 2025 • 108
π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models Paper • 2510.25889 • Published Oct 29, 2025 • 66
Cache-to-Cache: Direct Semantic Communication Between Large Language Models Paper • 2510.03215 • Published Oct 3, 2025 • 98
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models Paper • 2506.16054 • Published Jun 19, 2025 • 60
VS-Bench: Evaluating VLMs for Strategic Reasoning and Decision-Making in Multi-Agent Environments Paper • 2506.02387 • Published Jun 3, 2025 • 58