Social interactions for autonomous driving: A review and perspectives
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 …
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
Recent years have witnessed significant advances in reinforcement learning (RL), which
has registered tremendous success in solving various sequential decision-making problems …
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
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 …
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 …
witnessed significant advances in multi-agent reinforcement learning (MARL) techniques …
Computation offloading and resource allocation for cloud assisted mobile edge computing in vehicular networks
Computation offloading services provide required computing resources for vehicles with
computation-intensive tasks. Past computation offloading research mainly focused on …
computation-intensive tasks. Past computation offloading research mainly focused on …
A survey on computation offloading modeling for edge computing
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 …
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
The prompt evolution of Internet of Medical Things (IoMT) promotes pervasive in-home
health monitoring networks. However, excessive requirements of patients result in …
health monitoring networks. However, excessive requirements of patients result in …
A game-theoretical approach for user allocation in edge computing environment
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 …
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
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 …
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
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 …
Edge Computing (MEC) has been envisioned as a promising paradigm for pushing …