Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories Paper • 2607.15330 • Published 12 days ago • 70
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 42
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments Paper • 2607.02440 • Published 26 days ago • 51
Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents Paper • 2606.19704 • Published Jun 18 • 41
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments Paper • 2606.13681 • Published Jun 11 • 143
VibeSearchBench: Benchmarking Long-horizon Proactive Search in the Wild Paper • 2605.27882 • Published May 27 • 16
Foundation Protocol: A Coordination Layer for Agentic Society Paper • 2605.23218 • Published May 22 • 82
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data Paper • 2603.15594 • Published Mar 16 • 150
From Perception to Action: An Interactive Benchmark for Vision Reasoning Paper • 2602.21015 • Published Feb 24 • 25
AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines Paper • 2602.14296 • Published Feb 15 • 51
Evaluating Gemini Robotics Policies in a Veo World Simulator Paper • 2512.10675 • Published Dec 11, 2025 • 20
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents Paper • 2510.09577 • Published Oct 10, 2025 • 9