8 citations · 11 across the 3 of their papers we have counts for
3 papers
Iterative Forgetting: Online Data Stream Regression Using Database-Inspired Adaptive Granulation
Niket Kathiriya, Hossein Haeri, Cindy Chen +1
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 decis…
Thermodynamics-inspired Macroscopic States of Bounded Swarms
Hossein Haeri, Kshitij Jerath, Jacob Leachman
The collective behavior of swarms is extremely difficult to estimate or predict, even when the local agent rules are known and simple. The presented work seeks to leverage the simi…
Reward-Sharing Relational Networks in Multi-Agent Reinforcement Learning as a Framework for Emergent Behavior
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 emerg…