RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards Paper • 2605.10899 • Published 2 days ago • 56
δ-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published 1 day ago • 65
Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL Paper • 2604.28123 • Published 12 days ago • 47
OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models Paper • 2605.00877 • Published 18 days ago • 15
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction Paper • 2604.27221 • Published 14 days ago • 38
Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharing Paper • 2604.22782 • Published Apr 3 • 8
Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows Paper • 2604.28139 • Published 13 days ago • 42
Mutual Forcing: Dual-Mode Self-Evolution for Fast Autoregressive Audio-Video Character Generation Paper • 2604.25819 • Published 15 days ago • 17
SketchVLM: Vision language models can annotate images to explain thoughts and guide users Paper • 2604.22875 • Published 20 days ago • 35
dWorldEval: Scalable Robotic Policy Evaluation via Discrete Diffusion World Model Paper • 2604.22152 • Published 19 days ago • 5
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges Paper • 2604.13602 • Published 28 days ago • 32
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published 19 days ago • 226
EvoMaster: A Foundational Agent Framework for Building Evolving Autonomous Scientific Agents at Scale Paper • 2604.17406 • Published 24 days ago • 6