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Keyword

deep deterministic policy gradient

Description: An off-policy deep reinforcement learning algorithm that uses actor-critic networks to learn continuous control policies.
OpenAlex ID: keywords/ddpg
Overcoming Exploration in Reinforcement Learning with Demonstrations
2018 · Ashvin Nair, Bob McGrew, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 712
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Human-like autonomous car-following model with deep reinforcement learning
2018 · Meixin Zhu, Xuesong Wang, et al. · Transportation Research Part C Emerging Technologies · 533
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Reinforcement Learning for UAV Attitude Control
2019 · William Koch, Renato Mancuso, et al. · ACM Transactions on Cyber-Physical Systems · 506
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Off-Policy Deep Reinforcement Learning without Exploration
2018 · Fujimoto, Scott, Meger, David, et al. · arXiv (Cornell University) · 500
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Leveraging Demonstrations for Deep Reinforcement Learning on Robotics Problems with Sparse Rewards
2017 · Vecerik, Mel, Hester, Todd, et al. · arXiv (Cornell University) · 478
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Deep Reinforcement Learning for Smart Home Energy Management
2019 · Liang Yu, Weiwei Xie, et al. · IEEE Internet of Things Journal · 473
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Deep-Reinforcement-Learning-Based Autonomous Voltage Control for Power Grid Operations
2019 · Jiajun Duan, Di Shi, et al. · IEEE Transactions on Power Systems · 434
Parameter Space Noise for Exploration
2017 · Plappert, Matthias, Houthooft, Rein, et al. · arXiv (Cornell University) · 423
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A Multi-Agent Deep Reinforcement Learning Method for Cooperative Load Frequency Control of a Multi-Area Power System
2020 · Ziming Yan, Yan Xu · IEEE Transactions on Power Systems · 399
Deep Deterministic Policy Gradient (DDPG)-Based Energy Harvesting Wireless Communications
2019 · Chengrun Qiu, Yang Hu, et al. · IEEE Internet of Things Journal · 383
Rule-interposing deep reinforcement learning based energy management strategy for power-split hybrid electric vehicle
2020 · Renzong Lian, Jiankun Peng, et al. · Energy · 358
Deep reinforcement learning of energy management with continuous control strategy and traffic information for a series-parallel plug-in hybrid electric bus
2019 · Yuankai Wu, Huachun Tan, et al. · Applied Energy · 333
3D UAV Trajectory Design and Frequency Band Allocation for Energy-Efficient and Fair Communication: A Deep Reinforcement Learning Approach
2020 · Ruijin Ding, Feifei Gao, et al. · IEEE Transactions on Wireless Communications · 332
An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning
2019 · Ji Zhang, Yu Liu, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 329
Distributed Distributional Deterministic Policy Gradients
2018 · Barth-Maron, Gabriel, Hoffman, Matthew W., et al. · arXiv (Cornell University) · 329
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Deep Reinforcement Learning for Cooperative Content Caching in Vehicular Edge Computing and Networks
2019 · Guanhua Qiao, Supeng Leng, et al. · IEEE Internet of Things Journal · 321
Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks
2020 · Tong Wu, Pan Zhou, et al. · IEEE Transactions on Vehicular Technology · 309
Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things
2020 · Ying Chen, Zhiyong Liu, et al. · IEEE Transactions on Industrial Informatics · 303
Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning
2019 · Chi Harold Liu, Xiaoxin Ma, et al. · IEEE Transactions on Mobile Computing · 302
Deep Reinforcement Learning for Strategic Bidding in Electricity Markets
2019 · Yujian Ye, Dawei Qiu, et al. · IEEE Transactions on Smart Grid · 296
Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches
2020 · Fan Meng, Peng Chen, et al. · IEEE Transactions on Wireless Communications · 290
A review of reinforcement learning based energy management systems for electrified powertrains: Progress, challenge, and potential solution
2021 · Akhil Hannegudda Ganesh, Bin Xu · Renewable and Sustainable Energy Reviews · 288
DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning
2020 · Guanyu Gao, Jie Li, et al. · IEEE Internet of Things Journal · 283
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Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems
2020 · Chien-Liang Liu, Chuan-Chin Chang, et al. · IEEE Access · 282
A novel DDPG method with prioritized experience replay
2017 · Yuenan Hou, Lifeng Liu, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 276
Works count: 8,108
Citation count: 97,190
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