Social interactions for autonomous driving: A review and perspectives

W Wang, L Wang, C Zhang, C Liu… - Foundations and Trends …, 2022 - nowpublishers.com
No human drives a car in a vacuum; she/he must negotiate with other road users to achieve
their goals in social traffic scenes. A rational human driver can interact with other road users …

Multi-agent reinforcement learning: A selective overview of theories and algorithms

K Zhang, Z Yang, T Başar - Handbook of reinforcement learning and …, 2021 - Springer
Recent years have witnessed significant advances in reinforcement learning (RL), which
has registered tremendous success in solving various sequential decision-making problems …

Distributed tri-layer risk-averse stochastic game approach for energy trading among multi-energy microgrids

Z Li, L Wu, Y Xu, L Wang, N Yang - Applied Energy, 2023 - Elsevier
This paper discusses a tri-layer non-cooperative energy trading approach among multiple
grid-tied multi-energy microgrids (MEMGs) in the restructured integrated energy market. The …

An overview of multi-agent reinforcement learning from game theoretical perspective

Y Yang, J Wang - arxiv preprint arxiv:2011.00583, 2020 - arxiv.org
Following the remarkable success of the AlphaGO series, 2019 was a booming year that
witnessed significant advances in multi-agent reinforcement learning (MARL) techniques …

Computation offloading and resource allocation for cloud assisted mobile edge computing in vehicular networks

J Zhao, Q Li, Y Gong, K Zhang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Computation offloading services provide required computing resources for vehicles with
computation-intensive tasks. Past computation offloading research mainly focused on …

A survey on computation offloading modeling for edge computing

H Lin, S Zeadally, Z Chen, H Labiod, L Wang - Journal of Network and …, 2020 - Elsevier
As a promising technology, edge computing extends computation, communication, and
storage facilities toward the edge of a network. This new computing paradigm opens up new …

Mobile edge computing enabled 5G health monitoring for Internet of medical things: A decentralized game theoretic approach

Z Ning, P Dong, X Wang, X Hu, L Guo… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
The prompt evolution of Internet of Medical Things (IoMT) promotes pervasive in-home
health monitoring networks. However, excessive requirements of patients result in …

A game-theoretical approach for user allocation in edge computing environment

Q He, G Cui, X Zhang, F Chen, S Deng… - … on Parallel and …, 2019 - ieeexplore.ieee.org
Edge Computing provides mobile and Internet-of-Things (IoT) app vendors with a new
distributed computing paradigm which allows an app vendor to deploy its app at hired edge …

Qoe-aware decentralized task offloading and resource allocation for end-edge-cloud systems: A game-theoretical approach

Y Chen, J Zhao, Y Wu, J Huang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the limited computing resource and battery capability at the mobile devices, the
computation-intensive tasks generated by mobile devices can be offloaded to edge servers …

Dynamic computation offloading and server deployment for UAV-enabled multi-access edge computing

Z Ning, Y Yang, X Wang, L Guo, X Gao… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Driven by the increasing demand of real-time mobile application processing, Multi-access
Edge Computing (MEC) has been envisioned as a promising paradigm for pushing …