Ville Kyrki
6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
CORL (2)
AAAI (1)
CLEAR (1)
CVPR (1)
JMLR (1)
Top co-authors
Keywords
reinforcement learning
(1)
imitation learning
(1)
optimal transport
(1)
policy learning
(1)
generative model
(1)
latent variable
(1)
affine transformation
(1)
safe exploration
(1)
behaviour cloning
(1)
robot design
(1)
deep learning architecture
(1)
neural network
(1)
morphology adaptation
(1)
deep policy
(1)
state-distribution matching
(1)
non-linearity measurement
(1)
Papers
Transfer learning in latent contextual bandits with covariate shift through causal transportability
CLEAR 2025
From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport
CVPR 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