conftrace_

queueing network

10 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (3) online training (2) regret bound (2) online learning (2) backpressure algorithm (1) traffic signal control (1) schedule-driven control (1) deep q-learning (1) vehicle rebalancing (1) revenue management (1)

Papers

CONGO: Compressive Online Gradient Optimization ICLR 2025 Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces ICML 2024 QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers NeurIPS 2024 Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks NeurIPS 2023 Online Learning and Pricing for Network Revenue Management with Reusable Resources NeurIPS 2022 Stable Reinforcement Learning with Unbounded State Space L4DC 2020 Softpressure: A Schedule-Driven Backpressure Algorithm for Coping with Network Congestion IJCAI 2017 Control of Robotic Mobility-On-Demand Systems: a Queueing-Theoretical Perspective RSS 2014 Non-parametric Approximate Dynamic Programming via the Kernel Method NeurIPS 2012 Inference and Learning in Networks of Queues AISTATS 2010