OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory Paper • 2610.26860 • Published 3 days ago • 101
OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding Paper • 2610.18829 • Published 9 days ago • 61
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published 22 days ago • 120
Scal3R: Learning Efficient Multi-Relative Pose Query for Scalable Online 3D Reconstruction Paper • 2609.04201 • Published Sep 3 • 50
Rubrics as Visual-Repair Context for Self-Evolving UI-to-Code Generation Paper • 2608.24138 • Published Aug 25 • 13
WCM: A World Critic Model for Vision-Language-Action Reinforcement Learning Paper • 2607.29613 • Published Jul 31 • 29
Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning Paper • 2607.21653 • Published Jul 22 • 34
AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report Paper • 2607.18367 • Published Jul 20 • 64
RoboDojo: A Unified Sim-and-Real Benchmark for Comprehensive Evaluation of Generalist Robot Manipulation Policies Paper • 2607.04434 • Published Jul 7 • 17
One Model, Many Latencies: Universal Speech Enhancement for Diverse Real-Time Applications Paper • 2606.25621 • Published Jun 24 • 20
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients Paper • 2606.18216 • Published Jun 16 • 65
ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning Paper • 2507.16815 • Published Jul 22, 2025 • 43
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories Paper • 2606.13578 • Published Jun 11 • 64
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Paper • 2606.12087 • Published Jun 10 • 80
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments Paper • 2606.13681 • Published Jun 11 • 146
InterleaveThinker: Reinforcing Agentic Interleaved Generation Paper • 2606.13679 • Published Jun 11 • 83
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning Paper • 2606.13673 • Published Jun 11 • 115