SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization Paper • 2604.02268 • Published 14 days ago • 93
Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification Paper • 2603.26648 • Published 19 days ago • 42
SSL: Sweet Spot Learning for Differentiated Guidance in Agentic Optimization Paper • 2601.22491 • Published Jan 30 • 12
Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning Paper • 2601.20209 • Published Jan 28 • 23
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge Paper • 2601.08808 • Published Jan 13 • 39
Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning Paper • 2601.03872 • Published Jan 7 • 45
From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks Paper • 2512.02580 • Published Dec 2, 2025 • 28
InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts Paper • 2509.10813 • Published Sep 13, 2025 • 31
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling Paper • 2509.12201 • Published Sep 15, 2025 • 107