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City University of Hong Kong
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Multi-objective bandits can make finding the best arm *easier* than single-objective settings, even identifying larger optimal sets with fewer samples.
Forget memorizing surface patterns: RADAR leverages reinforcement learning to teach LLMs genuine relational reasoning, boosting knowledge graph performance by 5-6%.