Energy optimization for regional buildings based on distributed reinforcement learning

Sustainable Cities and Society ◽

10.1016/j.scs.2021.103625 ◽

2021 ◽

pp. 103625

Author(s):

Yude Qin ◽

Ji Ke ◽

Biao Wang ◽

Filaretov Gennady Fedorovich

Keyword(s):

Reinforcement Learning ◽

Energy Optimization ◽

Distributed Reinforcement

Download Full-text

Distributed Reinforcement Learning for Multi-robot Decentralized Collective Construction

Distributed Autonomous Robotic Systems - Springer Proceedings in Advanced Robotics ◽

10.1007/978-3-030-05816-6_3 ◽

2019 ◽

pp. 35-49 ◽

Author(s):

Guillaume Sartoretti ◽

Yue Wu ◽

William Paivine ◽

T. K. Satish Kumar ◽

Sven Koenig ◽

...

Keyword(s):

Reinforcement Learning ◽

Collective Construction ◽

Distributed Reinforcement ◽

Download Full-text

An Improved DDPG Reinforcement Learning Control of Underwater Gliders for Energy Optimization

2020 3rd International Conference on Unmanned Systems (ICUS) ◽

10.1109/icus50048.2020.9274883 ◽

2020 ◽

Author(s):

Anyan Jing ◽

Zuocheng Tang ◽

Jian Gao ◽

Guang Pan

Keyword(s):

Reinforcement Learning ◽

Energy Optimization ◽

Learning Control ◽

Underwater Gliders

Download Full-text

A Distributed Reinforcement Learning Approach to In-network Congestion Control

2020 IEEE/CIC International Conference on Communications in China (ICCC) ◽

10.1109/iccc49849.2020.9238802 ◽

2020 ◽

Author(s):

Tianle Mai ◽

Haipeng Yao ◽

Xing Zhang ◽

Zehui Xiong ◽

Dusit Niyato

Keyword(s):

Reinforcement Learning ◽

Congestion Control ◽

Learning Approach ◽

Network Congestion ◽

Network Congestion Control ◽

Distributed Reinforcement

Download Full-text

Distributed Reinforcement Learning of Targeted Grasping with Active Vision for Mobile Manipulators

2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) ◽

10.1109/iros45743.2020.9341605 ◽

2020 ◽

Author(s):

Yasuhiro Fujita ◽

Kota Uenishi ◽

Avinash Ummadisingu ◽

Prabhat Nagarajan ◽

Shimpei Masuda ◽

...

Keyword(s):

Reinforcement Learning ◽

Active Vision ◽

Mobile Manipulators ◽

Distributed Reinforcement

Download Full-text

Energy Optimization Management of Multi-microgrid using Deep Reinforcement Learning

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9326507 ◽

2020 ◽

Author(s):

Tingjun Zhang ◽

Dong Yue ◽

Nan Zhao

Keyword(s):

Reinforcement Learning ◽

Energy Optimization ◽

Optimization Management

Download Full-text

A distributed reinforcement learning approach for energy and congestion-aware edge networks

Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies ◽

10.1145/3386367.3431670 ◽

2020 ◽

Author(s):

Alessio Sacco ◽

Flavio Esposito ◽

Guido Marchetto

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

Distributed Reinforcement ◽

Edge Networks ◽

Congestion Aware

Download Full-text

Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control

IEEE Transactions on Cognitive Communications and Networking ◽

10.1109/tccn.2021.3063170 ◽

2021 ◽

pp. 1-1

Author(s):

Federico Venturini ◽

Federico Mason ◽

Francesco Pase ◽

Federico Chiariotti ◽

Alberto Testolin ◽

...

Keyword(s):

Reinforcement Learning ◽

Uav Swarm ◽

Distributed Reinforcement

Download Full-text

A new approach for structural credit assignment in distributed reinforcement learning systems

2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422) ◽

10.1109/robot.2003.1241758 ◽

2004 ◽

Author(s):

Zhong Yu ◽

Gu Guochang ◽

Zhang Rubo

Keyword(s):

Reinforcement Learning ◽

Learning Systems ◽

Credit Assignment ◽

New Approach ◽

Distributed Reinforcement

Download Full-text

Distributed Reinforcement Learning for Power Limited Many-Core System Performance Optimization

Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015 ◽

10.7873/date.2015.0992 ◽

2015 ◽

Author(s):

Zhuo Chen ◽

Diana Marculescu

Keyword(s):

Reinforcement Learning ◽

Performance Optimization ◽

System Performance ◽

Core System ◽

Many Core ◽

Distributed Reinforcement

Download Full-text

Energy Optimization of Traffic at Scale using Reinforcement Learning

10.2172/1650385 ◽

2020 ◽

Author(s):

Eugene Vinitsky ◽

Nathan Lichtle ◽

Abdul Kriedieh ◽

Jonathan Lee ◽

Akash Velu ◽

...

Keyword(s):

Reinforcement Learning ◽

Energy Optimization

Download Full-text