Concepedia

A novel duplex deep reinforcement learning based RRM framework for next-generation V2X communication networks

Syed Muhammad Waqas, Yazhe Tang, Fakhar Abbas, Hongyang Chen, Mehboob Hussain

Expert Systems with Applications · 2023 · 11 citations · 22 references

Concepts

ComputingComputer ScienceArtificial IntelligenceMachine LearningMarkov Decision ProcessesDeep LearningExploration-exploitation TradeoffLearning In Neural SystemsNeural NetworksPolicy LearningReinforcement LearningDeep Reinforcement LearningReinforcement Learning Models

References

22

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Deep Reinforcement Learning Based Resource Allocation for V2V Communications

Hao Ye, Geoffrey Ye Li, Biing‐Hwang Juang · IEEE Transactions on Vehicular Technology · 2019 · 838 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Multi-agent deep reinforcement learning: a survey

Sven Gronauer, Klaus Diepold · Artificial Intelligence Review · 2021 · 824 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

LTE-V: A TD-LTE-Based V2X Solution for Future Vehicular Network

Shanzhi Chen, Jinling Hu, Yan Shi et al. · IEEE Internet of Things Journal · 2016 · 451 citations

Computing, Electrical Engineering, Information Technology +17

Cluster-Based Radio Resource Management for D2D-Supported Safety-Critical V2X Communications

Wanlu Sun, Di Yuan, Erik G. Ström et al. · IEEE Transactions on Wireless Communications · 2015 · 196 citations · Full text

Engineering, Computer Engineering, Cluster Computing +14