1 citations · 1 across the 3 of their papers we have counts for
3 papers
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…
Malfustection: Obfuscated Malware Detection and Malware Classification with Data Shortage by Combining Semi-Supervised and Contrastive Learning
Mohammad Mahdi Maghouli, Mohamadreza Fereydooni, Monireh Abdoos +1
With the advent of new technologies, using various formats of digital gadgets is becoming widespread. In today's world, where everyday tasks are inevitable without technology, this…
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…