Matthew C. Fontaine
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types
(2)
Models
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Reinforcement Learning
(1)
Capabilities
(1)
Optimization
(1)
Keywords
quality diversity
(2)
human-robot interaction
(1)
synthetic data generation
(1)
fair classification
(1)
generative model
(1)
synthetic data
(1)
autonomous agent
(1)
latent space
(1)
generative adversarial network
(1)
data debiasing
(1)
dataset bia
(1)
multi-agent path finding
(1)
latent space exploration
(1)
robot coordination
(1)
procedural content generation
(1)
scenario generation
(1)
robot autonomy
(1)
prompt guidance
(1)
mario level
(1)
generative sampling
(1)
Papers
Quality-Diversity Generative Sampling for Learning with Synthetic Data
AAAI 2024
Multi-Robot Coordination and Layout Design for Automated Warehousing
IJCAI 2023
Towards Automating the Generation of Human-Robot Interaction Scenarios
AAAI 2022
Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network
AAAI 2021