Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments Paper • 2602.11964 • Published 5 days ago • 11
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads Paper • 2602.09443 • Published 8 days ago • 57
Code2World: A GUI World Model via Renderable Code Generation Paper • 2602.09856 • Published 7 days ago • 187
InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning Paper • 2602.06960 • Published 11 days ago • 12
Reinforcement World Model Learning for LLM-based Agents Paper • 2602.05842 • Published 12 days ago • 26
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
The End of Manual Decoding: Towards Truly End-to-End Language Models Paper • 2510.26697 • Published Oct 30, 2025 • 117
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29, 2025 • 46
Glyph: Scaling Context Windows via Visual-Text Compression Paper • 2510.17800 • Published Oct 20, 2025 • 68
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth? Paper • 2510.08189 • Published Oct 9, 2025 • 27
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Paper • 2510.05034 • Published Oct 6, 2025 • 51
From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones Paper • 2509.25123 • Published Sep 29, 2025 • 22