2 papers
cs.MA2026
Proxifield: Decentralized Multi-Agent Communication through Semantic Proximity
Pradyumna Tambwekar, Yenchia Feng, Deep Patel +1
As LLM capabilities have expanded, multi-agent communication has emerged as an increasingly active area of research. Prevailing protocols often adopt rigid structures that introduc…
cs.AI2026
Environment Maps: Structured Environmental Representations for Long-Horizon Agents
Yenchia Feng, Chirag Sharma, Karime Maamari
Although large language models (LLMs) have advanced rapidly, robust automation of complex software workflows remains an open problem. In long-horizon settings, agents frequently su…