Vitaly Kurin
7 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot (3)
🐝
Cross-Pollinator
(9)
❓
The Questioner
Conferences
NIPS (4)
ICML (2)
ICLR (1)
Top co-authors
Keywords
graph neural network
(2)
sample efficiency
(2)
multi-task learning
(2)
few-shot learning
(1)
locomotion control
(1)
policy gradient
(1)
hyperparameter optimization
(1)
neural network optimization
(1)
message passing
(1)
continuous control
(1)
parameter sharing
(1)
hyperparameter tuning
(1)
loss function
(1)
task adaptation
(1)
sat solver
(1)
gradient-free optimization
(1)
coordination graph
(1)
context parameter
(1)
joint value function
(1)
branching heuristic
(1)
Papers
In Defense of the Unitary Scalarization for Deep Multi-Task Learning
NIPS 2022
Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing
NIPS 2021
My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control
ICLR 2021
Can Q-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver?
NIPS 2020
Deep Coordination Graphs
ICML 2020
Fast Efficient Hyperparameter Tuning for Policy Gradient Methods
NIPS 2019
Fast Context Adaptation via Meta-Learning
ICML 2019