Multi-Agent Systems

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Pushing the limits of scaling

Multi-agent systems is where we live our lives. Learning how to model and interact with 1000s of agents is one of the end-games of learning and control. Current methods do not scale upwards of 10s of agents! I entered this space from the lens of mobile sensor networks and swarm-v-swarm combat! Just getting started.

Learning from nature.

Open areas of study

  • multi-agent model-based RL,
  • using deep learning to extend control policies to 1000s of agents,
  • anti-swarm combat,
  • applications of drones.
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