Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement Paper • 2610.40191 • Published 7 days ago • 78
Wizard: Manipulate Any World in Real Time via Agentic Control Paper • 2610.40339 • Published 8 days ago • 28
Multimodal Embodied Agents: A Unified Capability-centric Perspective from Computer-Use to Robot-Use Paper • 2610.30108 • Published 16 days ago • 19
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis Paper • 2610.26828 • Published 18 days ago • 70
Matrix-Game 4.0: Harnessing Video Models for Real-Time Playable Game Worlds Paper • 2610.27999 • Published 17 days ago • 98
ActionRoPE: action as coordinates for spatially consistent control in planar-camera game world models Paper • 2610.25861 • Published 18 days ago • 6
Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 29 days ago • 122
DiffusionART: Efficient, Stable and Scalable Reinforcement of Diffusion Models Paper • 2610.12572 • Published 29 days ago • 83
StoryEngine: A State-Grounded Agentic Framework for Video Storytelling Paper • 2609.33627 • Published Sep 27 • 16
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published Sep 2 • 114
H3-World: Turning Language Understanding into World Control Paper • 2609.01560 • Published Sep 1 • 53
WorldMind: Decoupled Game World Model for State-Aware NPC Behavior Paper • 2608.21439 • Published Aug 18 • 15
StatePlay: State-Aware Game World Models for Mechanics-Consistent Generation Paper • 2607.26754 • Published Jul 29 • 18
Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories Paper • 2606.11176 • Published Jun 9 • 131
Dream.exe: Can Video Generation Models Dream Executable Robot Manipulation? Paper • 2606.04811 • Published Jun 4 • 17