Ville Kyrki
6 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Reinforcement Learning
(3)
Applications
(3)
Core AI
(3)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Robotics
(1)
Application Areas
(1)
Architectures
(1)
Capabilities
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Keywords
reinforcement learning
(2)
imitation learning
(1)
feature selection
(1)
optimal transport
(1)
policy learning
(1)
inverse reinforcement learning
(1)
covariate shift
(1)
transportability
(1)
generative model
(1)
latent variable
(1)
causal effect
(1)
variational autoencoder
(1)
reward model
(1)
context-aware approach
(1)
affine transformation
(1)
safe exploration
(1)
behaviour cloning
(1)
robot design
(1)
deep learning architecture
(1)
neural network
(1)
Papers
From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport
CVPR 2025
Transfer learning in latent contextual bandits with covariate shift through causal transportability
CLeaR 2025
Enhancing Visual Domain Robustness in Behaviour Cloning via Saliency-Guided Augmentation
CoRL 2024
Learning Transparent Reward Models via Unsupervised Feature Selection
CoRL 2024
Co-imitation: Learning Design and Behaviour by Imitation
AAAI 2023
Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models
JMLR 2022