Fairness-Guided DQN-Based TXOP Control for NR-U/Wi-Fi Coexistence

arXiv:2605.00457 · cs.NI, cs.LG, cs.SY, eess.SY · Submitted 2026-05-01 · Read on arXiv

cs.NI, cs.LG, cs.SY, eess.SY

Submitted: 2026-05-01

Updated: 2026-10-09

Terminology

Adaptation — 50× in this paper · explained in 1 episode
Reinforcement Learning — 11× in this paper · explained in 4 episodes
Deep Reinforcement Learning — 9× in this paper · explained in 3 episodes
Q-learning — 8× in this paper · explained in 3 episodes
Academia Sinica — 3× in this paper
Adaptability — 3× in this paper · explained in 1 episode
Deep Reinforcement Learning (DRL) — 3× in this paper · explained in 2 episodes
Hyperparameters — 2× in this paper · explained in 2 episodes
National Science and Technology Council — 2× in this paper
National Taiwan Normal University — 2× in this paper
Action Space — 1× in this paper · explained in 1 episode
Best Effort — 1× in this paper
Convergence Guarantees — 1× in this paper · explained in 3 episodes
Generalization — 1× in this paper · explained in 13 episodes
Internet of Things — 1× in this paper
Markov Decision Process (MDP) — 1× in this paper · explained in 11 episodes
Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes
Research Center for Information Technology Innovation — 1× in this paper
Robustness — 1× in this paper · explained in 5 episodes
Unified Framework — 1× in this paper · explained in 5 episodes
Virginia Tech — 1× in this paper

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