DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 4 days ago • 14
The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 4 days ago • 387
BrickWright: Agentic Creation of Physically Feasible Brick Builds Paper • 2610.31651 • Published 8 days ago • 14
Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 22 days ago • 190
Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? Paper • 2610.08215 • Published 22 days ago • 61
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 290
Recursive Code World Models: Building Complex Worlds through Recursive Scene Programs Paper • 2609.11499 • Published Sep 10 • 26
Locked at the Entrance, Open Inside: Where RLVR Narrows the Solution Space Paper • 2608.29188 • Published Aug 29 • 10
RealSWE: A Compositional Evaluation of Coding Agents under Realistic User Requests Paper • 2608.27831 • Published Aug 31 • 27