Unified Context Evolution for LLM Agents

Zixuan Zhu, Yitong Hu, Yong Dai +4

LLM-based agents can solve multi-step interactive tasks by combining reasoning with environment feedback, yet each episode starts from the same fixed context and any useful strateg…