T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks Paper • 2609.11042 • Published 3 days ago • 53
Rethinking On-Policy Distillation of Large Language Models II: One Training Example Paper • 2609.04172 • Published 10 days ago • 94
Safin-1: Safety from Within through Memory-Native State Evolution Paper • 2609.00092 • Published 13 days ago • 20
Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning Paper • 2608.14290 • Published 30 days ago • 34
Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Paper • 2607.28568 • Published Jul 30 • 186
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Paper • 2606.24530 • Published Jun 23 • 67
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published Jun 23 • 162
EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions Paper • 2606.23654 • Published Jun 22 • 81
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published May 13 • 167
Post-Trained MoE Can Skip Half Experts via Self-Distillation Paper • 2605.18643 • Published May 18 • 32
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe Paper • 2604.13016 • Published Apr 14 • 116
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation Paper • 2511.13655 • Published Nov 17, 2025 • 12
Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly? Paper • 2511.13646 • Published Nov 17, 2025 • 10
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 135
Game-TARS: Pretrained Foundation Models for Scalable Generalist Multimodal Game Agents Paper • 2510.23691 • Published Oct 27, 2025 • 58
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
FlowRL: Matching Reward Distributions for LLM Reasoning Paper • 2509.15207 • Published Sep 18, 2025 • 119
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning Paper • 2509.09674 • Published Sep 11, 2025 • 82