Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Why Solve It Twice? Hierarchical Accumulation of Skills for Transfer-Efficient ML Engineering
Yongbin Kim, Yashar Talebirad, Osmar R. Zaiane
ML engineering agents waste compute rediscovering known techniques because every competition is a cold start. We present HASTE, a hierarchical multi-agent system that organizes cro…
cs.AI2026
From Signals to Structure: How Memory Architecture Drives Language Emergence in LLM Agents
Yashar Talebirad, Eden Redman, Ali Parsaee +1
How do two agents invent a shared language from scratch? In a Lewis signaling game, a sender and receiver must coordinate on a code using only their interaction history. We study f…