Paper-Preprint

Agent Alpha: Tree Search Unifying Generation, Exploration and Evaluation for Computer-Use Agents

We introduce Agent Alpha, a unified framework that synergizes generation, exploration, and evaluation through step-level MCTS for computer-use agents, achieving state-of-the-art on OS-World.

Feb 3, 2026

ACDZero: Graph-Embedding-Based Tree Search for Mastering Automated Cyber Defense

Jan 1, 2026

A Neurosymbolic Framework for Interpretable Cognitive Attack Detection in Augmented Reality

We developed a neurosymbolic framework for detecting and interpreting cognitive attacks in augmented reality systems.

Jan 1, 2025