RLinf-USER: A Unified and Extensible System for Real-World Online Policy Learning in Embodied AI Paper ⢠2602.07837 ⢠Published 12 days ago ⢠53
RLinf: Flexible and Efficient Large-scale Reinforcement Learning via Macro-to-Micro Flow Transformation Paper ⢠2509.15965 ⢠Published Sep 19, 2025 ⢠18
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning Paper ⢠2602.04634 ⢠Published 15 days ago ⢠93
MARSHAL Collection MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs š Accepted by ICLR 2026 ⢠6 items ⢠Updated 5 days ago ⢠2
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models Paper ⢠2511.08577 ⢠Published Nov 11, 2025 ⢠108
Ļ_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