01 · Oct 13Player-1: Learning to Play from Synthetic ExperienceMingyu Ouyang, Yiran Wang, Siyuan Hu and 9 morearXiv 2610.20584 Hugging Face 121Upvotes
02 · Oct 13Cortex: Consolidating Context into Parametric MemoryJintian Zhang, Feng He, Xinnian Liang and 5 morearXiv 2610.20399 Hugging Face 62Upvotes
03 · Oct 13RuleTrek: Benchmarking Agentic Rule Reasoning in Complex ScenariosChenhao Yuan, Bohan Yu, Yinhao Xu and 10 morearXiv 2610.19698 Hugging Face 60Upvotes
04 · Oct 13ActionOPD: Distilling Decisions, Not TokensHuining Yuan, Xiangmin Yi, Zelai Xu and 5 morearXiv 2610.19820 Hugging Face 52Upvotes
05 · Oct 10Apertus 1.5: From Open Text Models to Open Multimodal ReasonersProject Apertus, Yixuan Xu, Yassine Turki and 129 morearXiv 2610.15542 Hugging Face 34Upvotes
06 · Oct 9KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache QuantizationSihwan Park, Sung-Yub Kim, Doohyuk Jang and 1 morearXiv 2610.14448 Hugging Face 31Upvotes
07 · Oct 12Hybrid Reasoning AgentsJiaru Zou, Yunzhe Qi, Sirui Chen and 5 morearXiv 2610.18861 Hugging Face 27Upvotes
08 · Oct 7Super-Resolution in The Right Latent Space: A Frozen Vision-Foundation SubstrateWanzhou Lei, Cuifeng Shen, Yanjin He and 6 morearXiv 2610.04781 Hugging Face 18Upvotes
09 · Oct 8The Thinking Leakage in Reinforcement Learning for LLMsWenxuan Zhu, Shuming Liu, Bang An and 4 morearXiv 2610.14270 Hugging Face 17Upvotes
10 · Oct 12Many Right Answers, One Training Example: Removing Responder Noise from GRPO for LLM RecommendersXin Li, Hao Jiang, Jinghao Guo and 2 morearXiv 2610.17771 Hugging Face 16Upvotes
11 · Sep 28LabInstruct: Benchmarking Situated Instructional Video Generation for Lab ProceduresYuming Fu, Weijia Wu, Jing Chen and 5 morearXiv 2610.14020 Hugging Face 15Upvotes
12 · Oct 14τ-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User EmotionsRishitosh Kumar Singh, Amir Saeidi, Shamanthak Hegde and 2 morearXiv 2610.19560 Hugging Face 13Upvotes
13 · Oct 13SwarmRSI: Recursive Self-Improvement through Evolving Scientific Agent SwarmQianru Meng, Xi Zhang, Konstantinos Papakostas and 9 morearXiv 2610.20431 Hugging Face 13Upvotes
14 · Oct 10SkillMarker: A KGW-Based Watermarking Method for Agent Skill Ownership VerificationAlan Tang, Lifeng Wang, Gang Wu and 3 morearXiv 2610.15725 Hugging Face 13Upvotes
15 · Oct 9ProgAgent: Learning Tool Orchestration through Programmatic TrainingHao Li, Keqing He, Longtao Zheng and 4 morearXiv 2610.14774 Hugging Face 12Upvotes
16 · Oct 12Efficient Scene-Text Refinement via Pixel-Space Grouped Image GenerationYaoli Liu, Guo-Hua Wang, Yiyang Chen and 4 morearXiv 2610.18284 Hugging Face 11Upvotes
17 · Oct 13SafeDriveVLA: Navigation-Conditioned World Model Dreaming for Conflict-Aware End-to-End Autonomous DrivingShaoyuan Xie, Zihan Zhang, Jingxuan Wang and 6 morearXiv 2610.20609 Hugging Face 9Upvotes
18 · Oct 13G^3VLA: Geometric Inductive Bias for Vision-Language-Action ModelsYue Peng, Yongzhe Zhao, Artur Habuda and 5 morearXiv 2606.24472 Hugging Face 9Upvotes
19 · Oct 14Share the Symbol, Not the Vector: Training-Free Fact Communication Across Language ModelsXin Li, Mengbing Liu, Hao Jiang and 5 morearXiv 2610.19696 Hugging Face 8Upvotes
20 · Oct 13What Makes a Social Agent's Interactions Effective? Learning from Verifiable Outcomes in Paired WorldsCaixin Kang, Ke Wang, Yuchuan Wu and 5 morearXiv 2610.20195 Hugging Face 8Upvotes