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channel access

2 papers

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Co-occurring keywords · papers mentioning both

contention window (1) multi-access network (1) fairness improvement (1) mean-field regime (1) medium access control (1) networked estimation (1) data-driven learning (1) decentralized optimization (1) imitation learning (1) reinforcement learning (1)

Papers

Imitation Learning Backoff: Reinforcement Learning-based Channel Access for Guaranteeing Fairness (Student Abstract) AAAI 2025 Learning Distributed Channel Access Policies for Networked Estimation: Data-driven Optimization in the Mean-field Regime L4DC 2022