RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents Paper • 2609.22000 • Published Sep 18 • 73
RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents Paper • 2609.22000 • Published Sep 18 • 73
Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models Paper • 2608.27550 • Published Aug 27 • 70
UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating Paper • 2606.21661 • Published Jun 19 • 24
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 151
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 151
Stratified GRPO: Handling Structural Heterogeneity in Reinforcement Learning of LLM Search Agents Paper • 2510.06214 • Published Oct 7, 2025 • 1
From Noisy Traces to Stable Gradients: Bias-Variance Optimized Preference Optimization for Aligning Large Reasoning Models Paper • 2510.05095 • Published Oct 6, 2025 • 1
LongLive: Real-time Interactive Long Video Generation Paper • 2509.22622 • Published Sep 26, 2025 • 192
TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization Paper • 2506.14574 • Published Jun 17, 2025 • 1