El Mahdi El Mhamdi

El Mahdi El Mhamdi

Contact Details

El Mahdi El Mhamdi

Pubs By Year

Pub Categories

Computer Science - Learning (2)
Statistics - Machine Learning (2)
Mathematics - Optimization and Control (1)
Computer Science - Neural and Evolutionary Computing (1)
Computer Science - Distributed; Parallel; and Cluster Computing (1)
Computer Science - Artificial Intelligence (1)
Computer Science - Multiagent Systems (1)

Publications Authored By El Mahdi El Mhamdi

Recent progress in artificial intelligence enabled the design and implementation of autonomous computing devices, agents, that may interact and learn from each other to achieve certain goals. Sometimes however, a human operator needs to intervene and interrupt an agent in order to prevent certain dangerous situations. Yet, as part of their learning process, agents may link these interruptions that impact their reward to specific states, and deliberately avoid them. Read More

The growth of data, the need for scalability and the complexity of models used in modern machine learning calls for distributed implementations. Yet, as of today, distributed machine learning frameworks have largely ignored the possibility of arbitrary (i.e. Read More