CASCADE is a principled solution to deployment-time learning, which is built on top of the principle of case-based reasoning and utilizes the contextual bandit algorithm to accumulate cases and optimise case retrieval policy over deployment steps.
online-learning experiential-learning case-based-reasoning contextual-bandits llm-agent deployment-time-learning
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Updated
May 11, 2026 - Python