learnlens is an open-source CLI tool that provides a universal evaluation layer for OpenEnv agentic RL environments. It measures the quality of learning in agents, offering deeper insights for AI researchers and RL developers.
learnlens is an Agent evaluation & testing project. It focuses on enabling researchers to evaluate what RL agents have learned beyond reward metrics in OpenEnv environments. learnlens is an open-source project aimed at AI researchers and RL developers. learnlens is open source under the MIT license. It runs on the command line.
learnlens first shipped in 2026. Development happens publicly on GitHub with 36 commits in the last 90 days. Among its 3 catalogued features are RL agent evaluation, learning quality metrics, and openEnv support.
Summary written by a language model from the project’s public pages.
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