Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Paper • 2607.28568 • Published Jul 30 • 186
Environment-free Synthetic Data Generation for API-Calling Agents Paper • 2607.16900 • Published Jul 18 • 21
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published Jul 8 • 94
Echo-Memory: A Controlled Study of Memory in Action World Models Paper • 2606.09803 • Published Jun 8 • 33
SWE-Explore: Benchmarking How Coding Agents Explore Repositories Paper • 2606.07297 • Published Jun 5 • 124
XSkill: Continual Learning from Experience and Skills in Multimodal Agents Paper • 2603.12056 • Published Jul 1 • 34
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials Paper • 2412.09605 • Published Dec 12, 2024 • 32
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Paper • 2412.04454 • Published Dec 5, 2024 • 70
MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures Paper • 2410.13754 • Published Oct 17, 2024 • 76