16 citations · 16 across the 2 of their papers we have counts for
4 papers
Enabling Rapid Shared Human-AI Mental Model Alignment via the After-Action Review
Edward Gu, Ho Chit Siu, Melanie Platt +3
In this work, we present two novel contributions toward improving research in human-machine teaming (HMT): 1) a Minecraft testbed to accelerate testing and deployment of collaborat…
In Pursuit of Predictive Models of Human Preferences Toward AI Teammates
Ho Chit Siu, Jaime D. Peña, Yutai Zhou +1
We seek measurable properties of AI agents that make them better or worse teammates from the subjective perspective of human collaborators. Our experiments use the cooperative card…
Syndeo: Portable Ray Clusters with Secure Containerization
William Li, Rodney S. Lafuente Mercado, Jaime D. Pena +1
We present Syndeo: a software framework for container orchestration of Ray on Slurm. In general the idea behind Syndeo is to write code once and deploy anywhere. Specifically, Synd…
Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi
Ho Chit Siu, Jaime D. Pena, Edenna Chen +5
Deep reinforcement learning has generated superhuman AI in competitive games such as Go and StarCraft. Can similar learning techniques create a superior AI teammate for human-machi…