Jaedeug Choi
4 papers · 2011–2013 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
inverse reinforcement learning
(3)
reward function
(3)
bayesian inverse reinforcement learning
(2)
reward function estimation
(2)
bayesian inference
(2)
policy learning
(1)
markov chain monte carlo
(1)
optimal control
(1)
partially observable markov decision process
(1)
maximum a posteriori
(1)
partial observability
(1)
multiple reward functions
(1)
dirichlet process mixture model
(1)
dirichlet process
(1)
expert policy
(1)
nonparametric bayesian
(1)
probabilistic modeling
(1)
bayesian learning
(1)
metropolis-hastings sampling
(1)
Papers
Bayesian Nonparametric Feature Construction for Inverse Reinforcement Learning
IJCAI 2013
Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions
NeurIPS 2012
Inverse Reinforcement Learning in Partially Observable Environments
JMLR 2011
MAP Inference for Bayesian Inverse Reinforcement Learning
NeurIPS 2011