Daniel Nikovski
7 papers · 2017–2021 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (9)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
β
The Questioner
π
Trend Setter
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
CORL (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
sample efficiency
(2)
feature extraction
(2)
deep reinforcement learning
(2)
preference learning
(1)
weakly supervised learning
(1)
time series
(1)
optimal control
(1)
value function
(1)
state representation
(1)
model-based reinforcement learning
(1)
weakly-supervised learning
(1)
off-policy learning
(1)
off-policy reinforcement learning
(1)
robot manipulation
(1)
generative model
(1)
random projection
(1)
continuous action space
(1)
dynamical system
(1)
partial differential equation
(1)
loss function
(1)
Papers
Personalizing Individual Comfort in the Group Setting
AAAI 2021
Can Increasing Input Dimensionality Improve Deep Reinforcement Learning?
ICML 2020
Deep Reactive Planning in Dynamic Environments
CORL 2020
Time Series Chains: A Novel Tool for Time Series Data Mining
IJCAI 2018
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control
ICML 2018
Value-Aware Loss Function for Model-based Reinforcement Learning
AISTATS 2017
Random Projection Filter Bank for Time Series Data
NIPS 2017