Zoran Popovic
7 papers · 2010–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird
π±
Topic Pioneer
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Keyword Pioneer
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Keyword Champion
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types
(4)
Artificial Intelligence
(3)
Core AI
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Core Methods
(2)
Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Applications Β· Computer Science
(1)
Applications Β· Reinforcement Learning
(1)
Architectures
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Keywords
inverse reinforcement learning
(2)
tabular data
(2)
reward function
(2)
markov decision process
(2)
gaussian processes
(1)
supervised learning
(1)
policy learning
(1)
gaussian process
(1)
optimal control
(1)
trajectory optimization
(1)
distribution shift
(1)
feature construction
(1)
policy recovery
(1)
reward learning
(1)
nonlinear reward functions
(1)
tree-based ensemble
(1)
dynamical system
(1)
recurrent neural network
(1)
subgroup robustness
(1)
expert demonstration
(1)
Papers
Benchmarking Distribution Shift in Tabular Data with TableShift
NeurIPS 2023
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
NeurIPS 2022
Efficient Bayesian Clustering for Reinforcement Learning
IJCAI 2016
Interactive Control of Diverse Complex Characters with Neural Networks
NeurIPS 2015
Personalized Mathematical Word Problem Generation
IJCAI 2015
Nonlinear Inverse Reinforcement Learning with Gaussian Processes
NeurIPS 2011
Feature Construction for Inverse Reinforcement Learning
NeurIPS 2010