WorldPlay2: Extending Real-Time Interactive World Models in Control and Horizon Paper • 2609.35560 • Published 10 days ago • 31
OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining Paper • 2609.07398 • Published about 1 month ago • 79
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published Sep 2 • 118
H3-World: Turning Language Understanding into World Control Paper • 2609.01560 • Published Sep 1 • 53
Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning Paper • 2608.27549 • Published Aug 27 • 49
SkillEvo: Self-Renewing Evolution Gradients from Multi-Turn Interaction Feedback Paper • 2608.13120 • Published Aug 13 • 32
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published Aug 17 • 122
PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives Paper • 2608.13552 • Published Aug 13 • 47
Alaya-EVOKE: From Linear-Scaling Supervision to Endless World Paper • 2608.13546 • Published Aug 13 • 143
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence Paper • 2607.07675 • Published Jul 8 • 64
Echo-Memory: A Controlled Study of Memory in Action World Models Paper • 2606.09803 • Published Jun 8 • 33
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Paper • 2605.13724 • Published May 13 • 104
Continuous-Time Distribution Matching for Few-Step Diffusion Distillation Paper • 2605.06376 • Published May 7 • 27
PhysForge: Generating Physics-Grounded 3D Assets for Interactive Virtual World Paper • 2605.05163 • Published May 6 • 37
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published Apr 27 • 122
Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models Paper • 2603.25716 • Published Mar 26 • 76
PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference Paper • 2603.25730 • Published Mar 26 • 51