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South China University of Technology
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A single adaptive framework can boost the efficiency of zeroth-order optimization by up to 3x without increasing memory usage.
Goal-oriented dialogue agents can achieve higher success rates with fewer turns by explicitly planning to reduce uncertainty about user intent.
