PaperAgent
Jun 19, 2026 · Artificial Intelligence
From Harness to Environment: A Survey of Agentic Environment Engineering
This article surveys the emerging field of Agentic Environment Engineering, defining environments as POMDPs, classifying their attributes and tasks, reviewing synthesis methods, evaluation frameworks, and outlining four complementary paths for agent evolution and three paradigms for environment evolution.
Environment ModelingLLMPOMDP
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