no code implementations • 27 Mar 2024 • Zhaohui Yang, Kshitij Jerath
A key revelation of our research is the feasibility of sampling training data for large traffic systems from simulations conducted on smaller traffic systems.
no code implementations • 14 Mar 2024 • Niket Kathiriya, Hossein Haeri, Cindy Chen, Kshitij Jerath
Many modern systems, such as financial, transportation, and telecommunications systems, are time-sensitive in the sense that they demand low-latency predictions for real-time decision-making.
no code implementations • 12 Jul 2022 • Hossein Haeri, Reza Ahmadzadeh, Kshitij Jerath
In this work, we integrate `social' interactions into the MARL setup through a user-defined relational network and examine the effects of agent-agent relations on the rise of emergent behaviors.