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Restless-UCB,anEfficientandLow-complexity AlgorithmforOnlineRestlessBandits
Neural Information Processing Systems
In Restless-UCB, we present a novel method to construct offline instances,whichonlyrequiresO(N)time-complexity(N isthenumberofarms) and is exponentially better than the complexity of existing learning policy.
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- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- Asia > Middle East > Jordan (0.04)
Technology:
Restless-UCB,anEfficientandLow-complexity AlgorithmforOnlineRestlessBandits
Neural Information Processing Systems
In Restless-UCB, we present a novel method to construct offline instances,whichonlyrequiresO(N)time-complexity(N isthenumberofarms) and is exponentially better than the complexity of existing learning policy.
Country: North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
Technology:
Country:
- Asia > Middle East > Jordan (0.04)
- North America > Canada (0.04)
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- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
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- Information Technology > Artificial Intelligence > Representation & Reasoning > Agents > Agent Societies (0.82)