Risto Vuorio
8 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π Academic Marathon (6) π Cross-Pollinator (6) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
NIPS (4)
ICML (2)
AAAI (1)
CORL (1)
Top co-authors
Keywords
meta-reinforcement learning
(2)
few-shot learning
(2)
representation learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
policy gradient
(1)
curriculum learning
(1)
self-supervised learning
(1)
gradient descent
(1)
state representation
(1)
gradient updates
(1)
fast adaptation
(1)
task distribution
(1)
general value function
(1)
policy generalization
(1)
auxiliary task
(1)
recurrent network
(1)
temporal credit assignment
(1)
multi-task rl
(1)
pairwise weighting
(1)
Papers
Action-Constrained Imitation Learning
ICML 2025
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control
ICML 2024
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL
NIPS 2023
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design
NIPS 2023
Hypernetworks in Meta-Reinforcement Learning
CORL 2022
Adaptive Pairwise Weights for Temporal Credit Assignment
AAAI 2022
Learning State Representations from Random Deep Action-conditional Predictions
NIPS 2021
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
NIPS 2019