activity
20202025
most citedGraph Exploration for Effective Multi-agent Q-Learning

7 citations · 7 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.MA2025

Policy Optimization in Multi-Agent Settings under Partially Observable Environments

Ainur Zhaikhan, Malek Khammassi, Ali H. Sayed

This work leverages adaptive social learning to estimate partially observable global states in multi-agent reinforcement learning (MARL) problems. Unlike existing methods, the prop…

cs.NI2025

Energy-as-a-Service for RF-Powered IoE Networks: A Percolation Theory Approach

Hao Lin, Ainur Zhaikhan, Mustafa A. Kishk +2

Due to the involved massive number of devices, radio frequency (RF) energy harvesting is indispensable to realize the foreseen Internet-of-Everything (IoE) within 6G networks. Anal…