Towards scalable and efficient Deep-RL in edge computing: A game-based partition approach

Convergence of Edge Computing and Deep Learning: A Comprehensive Survey

Xiaofei Wang, Yiwen Han, Victor C. M. Leung et al. · IEEE Communications Surveys & Tutorials · 2020 · 1.4K citations · Full text

Computing, Cloud Computing, Computer Science +17

The Arcade Learning Environment: An Evaluation Platform for General Agents

Journal of Artificial Intelligence Research · 2013 · 1.1K citations · Full text

Computing, Computer Science, Algorithms +12

Computing Partitions with Applications to the Knapsack Problem

Ellis Horowitz, Sartaj Sahni · Journal of the ACM · 1974 · 565 citations · Full text

Natural Sciences, Computer Science, Mathematics +17

A Game-Theoretical Approach for User Allocation in Edge Computing Environment

Qiang He, Guangming Cui, Xuyun Zhang et al. · IEEE Transactions on Parallel and Distributed Systems · 2019 · 382 citations · Full text

Computing, Computer Science, Information Technology +17

Deep Reinforcement Learning for Dynamic Uplink/Downlink Resource Allocation in High Mobility 5G HetNet

Fengxiao Tang, Yibo Zhou, Nei Kato · IEEE Journal on Selected Areas in Communications · 2020 · 201 citations

Computing, Decision Sciences, Markov Decision Processes +16