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Read the original: Google Research· Published 10/100AI score10/100

Google Research to demo EnvHarness for adaptive LLM agent training

Original titleLLM agents learn by interacting with environments, but static setups limit their growth.

AISummary

Google Research is presenting EnvHarness at the #COLM2026 Google booth (#107) at 2:00 PM today, with Zifeng Wang leading the session. EnvHarness is a plug-in architecture that dynamically reshapes environment behaviors to improve reinforcement learning and agent adaptability, addressing limits of static training setups for LLM agents.

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Source: Google Research · x.comPublished · added here