Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents

Zhihan Liu, Lin Guan, Yixin Nie +6

Generalist LLM agents are often post-trained on a narrow set of environments but deployed across far broader, unseen domains. In this work, we investigate the challenge of agentic…