Google EnvHarness Enables Self-Evolving Agents to Learn in Dynamics Environments

Google released EnvHarness, a framework that dynamically adapts training environments to agents' weaknesses without altering the agents or environments themselves. This approach enhances learning efficiency and effectiveness by enabling continuous co-evolution between agents and their environments, improving performance on benchmarks like WebArena and ALFWorld.