1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.NI2024
Edge Caching Optimization with PPO and Transfer Learning for Dynamic Environments
Farnaz Niknia, Ping Wang
This paper addresses the challenge of edge caching in dynamic environments, where rising traffic loads strain backhaul links and core networks. We propose a Proximal Policy Optimiz…
cs.AI2024★ 1 cited
Multiobjective Vehicle Routing Optimization with Time Windows: A Hybrid Approach Using Deep Reinforcement Learning and NSGA-II
Rixin Wu, Ran Wang, Jie Hao +3
This paper proposes a weight-aware deep reinforcement learning (WADRL) approach designed to address the multiobjective vehicle routing problem with time windows (MOVRPTW), aiming t…