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Wenhui Fan

2 accepted papers

2023

Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism

IJCAI 2023poster

Communication can impressively improve cooperation in multi-agent reinforcement learning (MARL), especially for partially-observed tasks. However, existing works either broadcast the messages leading to information redundancy, or learn targeted communication by modeling all the other agents as targe…

Cited by 7SourcePDFScholar
2018

Closed-Loop Production Lines With Geometric Reliability Machines: Modeling, Analysis, and Application

RA-L 2018

Closed-loop production lines with constant number of carriers are widely encountered in manufacturing systems. In this letter, we introduce an iteration method to study the key performance indicator (KPI) of closed-loop production lines with geometric reliability machines. First, analysis of two-mac

Cited by 4SourceScholar