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cs.LG2026
OrcaRouter: A Production-Oriented LLM Router with Hybrid Offline-Online Learning
Zhenghua Bao, Fengya Tian, Chris Zhang +3
The rapid development of large language models, each with distinct capabilities and inference costs, raises a practical deployment question: given an incoming request, which model…
cs.LG2022★ 6 cited
Adversarial Counterfactual Environment Model Learning
Xiong-Hui Chen, Yang Yu, Zheng-Mao Zhu +8
A good model for action-effect prediction, named environment model, is important to achieve sample-efficient decision-making policy learning in many domains like robot control, rec…