conftrace_

queueing system

7 papers

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Co-occurring keywords

service rate (3) queueing theory (12) regret bound (1926) multi-armed bandit (1098) reinforcement learning (4352) stochastic optimization (1060) bandit learning (18) quality of service (11) job scheduling (18) deep deterministic policy gradient (22)

Papers

Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems AISTATS 2024
SkipPredict: When to Invest in Predictions for Scheduling NIPS 2024
Queueing Matching Bandits with Preference Feedback NIPS 2024
Quantifying the Cost of Learning in Queueing Systems NIPS 2023
Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service AAAI 2021
Regret of Queueing Bandits NIPS 2016
On the capacity of information processing systems COLT 2016