Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text Paper • 2601.10355 • Published 17 days ago • 39
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management Paper • 2512.12967 • Published Dec 15, 2025 • 108
Computer-Use Agents as Judges for Generative User Interface Paper • 2511.15567 • Published Nov 19, 2025 • 53
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Paper • 2511.19304 • Published Nov 24, 2025 • 91
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks Paper • 2511.15065 • Published Nov 19, 2025 • 77
InteractComp: Evaluating Search Agents With Ambiguous Queries Paper • 2510.24668 • Published Oct 28, 2025 • 98
A Survey of Data Agents: Emerging Paradigm or Overstated Hype? Paper • 2510.23587 • Published Oct 27, 2025 • 67
ReCode: Unify Plan and Action for Universal Granularity Control Paper • 2510.23564 • Published Oct 27, 2025 • 122
Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Paper • 2505.19716 • Published May 26, 2025 • 4
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31, 2025 • 301