Search Results for author: Connor Mattson

Found 2 papers, 0 papers with code

Exploring Behavior Discovery Methods for Heterogeneous Swarms of Limited-Capability Robots

no code implementations25 Oct 2023 Connor Mattson, Jeremy C. Clark, Daniel S. Brown

We study the problem of determining the emergent behaviors that are possible given a functionally heterogeneous swarm of robots with limited capabilities.

Clustering

Leveraging Human Feedback to Evolve and Discover Novel Emergent Behaviors in Robot Swarms

no code implementations25 Apr 2023 Connor Mattson, Daniel S. Brown

We combine our learned similarity metric with novelty search and clustering to explore and categorize the space of possible swarm behaviors.

Self-Supervised Learning

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