7 citations · 7 across the 5 of their papers we have counts for
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cs.LG2024
Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments
Ainur Zhaikhan, Ali H. Sayed
This study proposes the use of a social learning method to estimate a global state within a multi-agent off-policy actor-critic algorithm for reinforcement learning (RL) operating…
cs.LG2023★ 7 cited
Graph Exploration for Effective Multi-agent Q-Learning
Ainur Zhaikhan, Ali H. Sayed
This paper proposes an exploration technique for multi-agent reinforcement learning (MARL) with graph-based communication among agents. We assume the individual rewards received by…