most citedMalfustection: Obfuscated Malware Detection and Malware Classification with Data Shortage by Combining Semi-Supervised and Contrastive Learning

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cs.MA2025

A Semi Centralized Training Decentralized Execution Architecture for Multi Agent Deep Reinforcement Learning in Traffic Signal Control

Arash Rezaali, Pouria Yazdani, Monireh Abdoos

Multi-agent reinforcement learning (MARL) has emerged as a promising paradigm for adaptive traffic signal control (ATSC) of multiple intersections. Existing approaches typically fo…

cs.MA2021

Improved Reinforcement Learning in Cooperative Multi-agent Environments Using Knowledge Transfer

Mahnoosh Mahdavimoghaddam, Amin Nikanjam, Monireh Abdoos

Nowadays, cooperative multi-agent systems are used to learn how to achieve goals in large-scale dynamic environments. However, learning in these environments is challenging: from t…