Risto Vuorio
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Reinforcement Learning
(7)
Machine Learning
(5)
Methods
(5)
Artificial Intelligence
(4)
Learning Paradigms · Artificial Intelligence
(4)
Deep Learning
(3)
Application Areas
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
few-shot learning
(2)
meta-reinforcement learning
(2)
representation learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
imitation learning
(1)
policy gradient
(1)
curriculum learning
(1)
self-supervised learning
(1)
model predictive control
(1)
gradient descent
(1)
state representation
(1)
gradient updates
(1)
fast adaptation
(1)
zero-shot generalization
(1)
task distribution
(1)
general value function
(1)
policy generalization
(1)
auxiliary task
(1)
multi-layer perceptron
(1)
Papers
Action-Constrained Imitation Learning
ICML 2025
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control
ICML 2024
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design
NeurIPS 2023
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL
NeurIPS 2023
Adaptive Pairwise Weights for Temporal Credit Assignment
AAAI 2022
Hypernetworks in Meta-Reinforcement Learning
CoRL 2022
Learning State Representations from Random Deep Action-conditional Predictions
NeurIPS 2021
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
NeurIPS 2019