2 papers
cs.LG2026
QAdapt: A Noise-Adaptive Neural Pre-Decoding Framework for Quantum Error Correction
Ran Miao, Rui Luo, Xiaohan Shan +1
Fault-tolerant quantum computing (FTQC) relies on quantum error correction to suppress physical errors and preserve logical information at scale. In practice, however, performance…
cs.AI2025
: An Agent-Generates-Agent Framework for Reinforcement Learning Automation
Yuan Wei, Xiaohan Shan, Ran Miao +1
Reinforcement learning (RL) agent development traditionally requires substantial expertise and iterative effort, often leading to high failure rates and limited accessibility. This…