4 citations · 4 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 4 cited
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
Regret analysis is challenging in Multi-Agent Reinforcement Learning (MARL) primarily due to the dynamical environments and the decentralized information among agents. We attempt t…
cs.IT2019
Learning to Code: Coded Caching via Deep Reinforcement Learning
Navid Naderializadeh, Seyed Mohammad Asghari
We consider a system comprising a file library and a network with a server and multiple users equipped with cache memories. The system operates in two phases: a prefetching phase,…