conftrace_

queueing network

7 papers

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Co-occurring keywords

online learning (1777) reinforcement learning (4352) backpressure algorithm (1) traffic signal control (26) schedule-driven control (1) deep q-learning (40) vehicle rebalancing (3) revenue management (3) fitted q iteration (3) unbounded state space (1)

Papers

QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers NIPS 2024

Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks NIPS 2023

Online Learning and Pricing for Network Revenue Management with Reusable Resources NIPS 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

Inference and Learning in Networks of Queues AISTATS 2010