Browsing Engineering (Faculty of) by Author "Ganapathi Subramanian, Sriram"
Now showing items 1-2 of 2
-
Multi-Agent Reinforcement Learning in Large Complex Environments
Ganapathi Subramanian, Sriram (University of Waterloo, 2022-07-15)Multi-agent reinforcement learning (MARL) has seen much success in the past decade. However, these methods are yet to find wide application in large-scale real world problems due to two important reasons. First, MARL ... -
Reinforcement Learning for Determining Spread Dynamics of Spatially Spreading Processes with Emphasis on Forest Fires
Ganapathi Subramanian, Sriram (University of Waterloo, 2018-04-20)Machine learning algorithms have increased tremendously in power in recent years but have yet to be fully utilized in many ecology and sustainable resource management domains such as wildlife reserve design, forest fire ...