Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? Paper • 2610.08215 • Published 5 days ago • 138
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 376
Recursive Code World Models: Building Complex Worlds through Recursive Scene Programs Paper • 2609.11499 • Published Sep 10 • 33
Locked at the Entrance, Open Inside: Where RLVR Narrows the Solution Space Paper • 2608.29188 • Published Aug 29 • 11
RealSWE: A Compositional Evaluation of Coding Agents under Realistic User Requests Paper • 2608.27831 • Published Aug 31 • 33
GST-Bench: Can VLMs Develop Global Spatial Awareness from Video? Paper • 2608.05747 • Published Aug 6 • 48
OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models Paper • 2608.03812 • Published Aug 4 • 29