Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening Paper • 2609.18708 • Published 17 days ago • 84
Running on Zero MCP 5 Valen Visual Decisions 👁 5 Visual question answering with candidate probabilities
NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction Paper • 2609.10715 • Published 24 days ago • 331
WorldReward: Reward Modeling for Camera-Conditioned World Models Paper • 2609.03952 • Published 30 days ago • 27
SWE-Bench Pro Verified: A Reliable Benchmark for Software Engineering Agents Paper • 2609.08149 • Published 25 days ago • 28
HPSD: Hybrid-Policy Self-Distillation for Text-Image-to-Video Diffusion Models Paper • 2608.13205 • Published Aug 13 • 3
FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis Paper • 2608.18580 • Published Aug 19 • 96
AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Paper • 2607.13705 • Published Jul 15 • 40
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published Jun 23 • 167
Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games Paper • 2606.19338 • Published Jun 17 • 52
OVO-S-Bench: A Hierarchical Benchmark for Streaming Spatial Intelligence in Multimodal LLMs Paper • 2606.03890 • Published Jun 2 • 32
COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation Paper • 2605.31264 • Published May 29 • 130
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction Paper • 2605.20110 • Published May 19 • 4