Google AI Introduces EnvHarness: A Programmable Layer That Turns Static Agent Environments Into Adaptive Training Worlds

Google Cloud AI Research and collaborators developed EnvHarness, a programmable layer that adapts static agent environments during training by wrapping existing simulators with dynamic components. This approach improves learning efficiency and performance across multiple benchmarks without altering the underlying environment or tasks.