Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published 8 days ago • 217
UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling Paper • 2604.19734 • Published 11 days ago • 29
Exploring Spatial Intelligence from a Generative Perspective Paper • 2604.20570 • Published 10 days ago • 21
TEMPO: Scaling Test-time Training for Large Reasoning Models Paper • 2604.19295 • Published 11 days ago • 34
MultiWorld: Scalable Multi-Agent Multi-View Video World Models Paper • 2604.18564 • Published 12 days ago • 43
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published 12 days ago • 81
HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds Paper • 2604.14268 • Published 17 days ago • 116
From P(y|x) to P(y): Investigating Reinforcement Learning in Pre-train Space Paper • 2604.14142 • Published 17 days ago • 29
SpatialEvo: Self-Evolving Spatial Intelligence via Deterministic Geometric Environments Paper • 2604.14144 • Published 17 days ago • 62
GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents Paper • 2604.07429 • Published 24 days ago • 117
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published 17 days ago • 153
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe Paper • 2604.13016 • Published 18 days ago • 87
Solving Physics Olympiad via Reinforcement Learning on Physics Simulators Paper • 2604.11805 • Published 19 days ago • 16
Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory Paper • 2604.08995 • Published 22 days ago • 48
ViVa: A Video-Generative Value Model for Robot Reinforcement Learning Paper • 2604.08168 • Published 23 days ago • 17
FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling Paper • 2604.06916 • Published 24 days ago • 34
INSPATIO-WORLD: A Real-Time 4D World Simulator via Spatiotemporal Autoregressive Modeling Paper • 2604.07209 • Published 24 days ago • 36