2 papers
quant-ph2026
When Does Quantum Annealing Outperform Classical Methods? A Gradient Variance Framework
Vishwajeet Ohal, Pierre Boulanger
Quantum annealing has emerged as a promising approach for solving NP-hard optimization problems, leveraging quantum phenomena such as quantum tunneling to navigate complex energy l…
cs.AI2025
LoopBench: Discovering Emergent Symmetry Breaking Strategies with LLM Swarms
Ali Parsaee, Yashar Talebirad, Csongor Szepesvári +2
Large Language Models (LLMs) are increasingly being utilized as autonomous agents, yet their ability to coordinate in distributed systems remains poorly understood. We introduce \t…