4 papers
Prescribing Optimal Health-Aware Operation for Urban Air Mobility with Deep Reinforcement Learning
Mina Montazeri, Chetan Kulkarni, Olga Fink
Urban Air Mobility (UAM) aims to expand existing transportation networks in metropolitan areas by offering short flights either to transport passengers or cargo. Electric vertical…
Incentive Mechanism in the Sponsored Content Market with Network Effect
Mina Montazeri, Pegah Rokhforoz, Hamed Kebriaei +1
We propose an incentive mechanism for the sponsored content provider market in which the communication of users can be represented by a graph and the private information of the use…
A Tractable Truthful Profit Maximization Mechanism Design with Autonomous Agents
Mina Montazeri, Hamed Kebriaei, Babak N. Araabi
Task allocation is a crucial process in modern systems, but it is often challenged by incomplete information about the utilities of participating agents. In this paper, we propose…
Multi-Agent Reinforcement Learning with Graph Convolutional Neural Networks for optimal Bidding Strategies of Generation Units in Electricity Markets
Pegah Rokhforoz, Olga Fink
Finding optimal bidding strategies for generation units in electricity markets would result in higher profit. However, it is a challenging problem due to the system uncertainty whi…