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cs.AI2026
Spawn Freely, Act Sparingly: Progressive Risk Vesting for Recursive LLM-Agent Trees
Molly Wang
Recursive LLM agents can broaden their search by spawning specialists. Some branches later request tools that send data or deploy code. When should a branch receive authority to ac…
cs.AI2025
Simulation-Driven Reinforcement Learning in Queuing Network Routing Optimization
Fatima Al-Ani, Molly Wang, Jevon Charles +3
This study focuses on the development of a simulation-driven reinforcement learning (RL) framework for optimizing routing decisions in complex queueing network systems, with a part…