VLA-JEPA: Enhancing Vision-Language-Action Model with Latent World Model Paper • 2602.10098 • Published 2 days ago • 15
BagelVLA: Enhancing Long-Horizon Manipulation via Interleaved Vision-Language-Action Generation Paper • 2602.09849 • Published 3 days ago • 15
Olaf-World: Orienting Latent Actions for Video World Modeling Paper • 2602.10104 • Published 2 days ago • 25
Reinforcement World Model Learning for LLM-based Agents Paper • 2602.05842 • Published 7 days ago • 25
LatentMem: Customizing Latent Memory for Multi-Agent Systems Paper • 2602.03036 • Published 10 days ago • 14
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published 10 days ago • 53
SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation Paper • 2602.02402 • Published 10 days ago • 32
VLS: Steering Pretrained Robot Policies via Vision-Language Models Paper • 2602.03973 • Published 9 days ago • 22
Research on World Models Is Not Merely Injecting World Knowledge into Specific Tasks Paper • 2602.01630 • Published 11 days ago • 46
Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation Paper • 2602.02214 • Published 11 days ago • 24
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System Paper • 2602.02488 • Published 10 days ago • 32
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text Paper • 2601.22975 • Published 14 days ago • 96
Show, Don't Tell: Morphing Latent Reasoning into Image Generation Paper • 2602.02227 • Published 11 days ago • 10
Rethinking Video Generation Model for the Embodied World Paper • 2601.15282 • Published 22 days ago • 43
Future Optical Flow Prediction Improves Robot Control & Video Generation Paper • 2601.10781 • Published 28 days ago • 19
Inference-time Physics Alignment of Video Generative Models with Latent World Models Paper • 2601.10553 • Published 28 days ago • 12