most citedSim2real for Reinforcement Learning Driven Next Generation Networks

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2025

Adversarial Reinforcement Learning: A Duality-Based Approach To Solving Optimal Control Problems

Nan Chen, Mengzhou Liu, Xiaoyan Wang +1

We propose an adversarial deep reinforcement learning (ADRL) algorithm for high-dimensional stochastic control problems. Inspired by the information relaxation duality, ADRL reform…

cs.LG2022★ 2 cited

Sim2real for Reinforcement Learning Driven Next Generation Networks

Peizheng Li, Jonathan Thomas, Xiaoyang Wang +8

The next generation of networks will actively embrace artificial intelligence (AI) and machine learning (ML) technologies for automation networks and optimal network operation stra…