2 papers
cs.AI2026
Bridging Values and Behavior: A Hierarchical Framework for Proactive Embodied Agents
Chunhui Zhang, Yuxuan Wang, Aoyang Qin +4
Current embodied agents are often limited to passive instruction-following or reactive need-satisfaction, lacking a stable, high-order value framework essential for long-term, self…
cs.CL2026
Beyond Pixels: Introspective and Interactive Grounding for Visualization Agents
Yiyang Lu, Woong Shin, Ahmad Maroof Karimi +3
Vision-Language Models (VLMs) frequently misread values, hallucinate details, and confuse overlapping elements in charts. Current approaches rely solely on pixel interpretation, cr…